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Add swarm_train_15.sh that runs 15 parallel discovery agents targeting all undertrained domains. New sources: NCBI Gene, UniProt, CrossRef, CERN Open Data, PubChem, World Bank (expanded), NASA DONKI (CME/IPS/SEP). Coverage: 140 total discoveries across 5 domains: - space-science: 46 (exoplanets, NEOs, GW, CMEs, flares) - medical-genomics: 35 (PubMed, NCBI Gene, UniProt proteins) - earth-science: 25 (earthquakes, geomagnetic storms) - materials-physics: 18 (CERN, PubChem, CrossRef) - economics-finance: 16 (World Bank GDP/CPI/unemployment) https://claude.ai/code/session_01UWE22wnsZRSHKhT4h4Axby
130 lines
4.9 KiB
JSON
130 lines
4.9 KiB
JSON
[
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{
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"title": "CrossRef: Studying the Effluent Quality of Enhanced Modified Ludzack Ettinger-oxic Settling Anaerobic Process (E-MLE-OSA) for Treating Real Municipal Wastewater",
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"content": "Studying the Effluent Quality of Enhanced Modified Ludzack Ettinger-oxic Settling Anaerobic Process (E-MLE-OSA) for Treating Real Municipal Wastewater. Publisher: Maad Rayan Publishing Company. DOI: 10.32598/jaehr.9.4.1243",
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"category": "pattern",
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"tags": [
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"academic",
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"crossref",
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"materials",
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"gap-fill"
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],
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"domain": "materials-physics",
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"source_api": "CrossRef",
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"timestamp": "2026-03-15T21:59:51Z",
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"confidence": 0.80,
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"data_points": 1
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},
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{
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"title": "CrossRef: Effect of Drought Stress, Soil Salinity, P. indica, and MWCNs on Biodegradation of Diesel Oil in the Pb- and Cd-Polluted Soil Under Cultivation of Triticale Plant",
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"content": "Effect of Drought Stress, Soil Salinity, P. indica, and MWCNs on Biodegradation of Diesel Oil in the Pb- and Cd-Polluted Soil Under Cultivation of Triticale Plant. Publisher: Maad Rayan Publishing Company. DOI: 10.32598/jaehr.9.4.1232",
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"category": "pattern",
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"tags": [
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"academic",
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"crossref",
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"materials",
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"gap-fill"
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],
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"domain": "materials-physics",
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"source_api": "CrossRef",
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"timestamp": "2026-03-15T21:59:51Z",
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"confidence": 0.80,
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"data_points": 1
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},
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{
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"title": "CrossRef: The Effects of Relaxing Music on Life Distress and Maternal-fetal Attachment in Pregnant Women",
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"content": "The Effects of Relaxing Music on Life Distress and Maternal-fetal Attachment in Pregnant Women. Publisher: Negah Scientific Publisher. DOI: 10.32598/jccnc.7.1.33.14",
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"category": "pattern",
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"tags": [
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"academic",
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"crossref",
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"materials",
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"gap-fill"
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],
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"domain": "materials-physics",
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"source_api": "CrossRef",
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"timestamp": "2026-03-15T21:59:51Z",
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"confidence": 0.80,
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"data_points": 1
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},
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{
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"title": "CrossRef: The Role of Attachment Styles and Spiritual Intelligence in Predicting Women’s Emotional Divorce",
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"content": "The Role of Attachment Styles and Spiritual Intelligence in Predicting Women’s Emotional Divorce. Publisher: Negah Scientific Publisher. DOI: 10.32598/jccnc.7.1.350.1",
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"category": "pattern",
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"tags": [
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"academic",
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"crossref",
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"materials",
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"gap-fill"
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],
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"domain": "materials-physics",
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"source_api": "CrossRef",
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"timestamp": "2026-03-15T21:59:51Z",
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"confidence": 0.80,
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"data_points": 1
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},
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{
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"title": "CrossRef: Knowledge discovery and computerized reasoning to assist tourist destination marketing",
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"content": "Knowledge discovery and computerized reasoning to assist tourist destination marketing. Publisher: i-das. DOI: 10.15556/ijsim.01.02.004",
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"category": "pattern",
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"tags": [
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"academic",
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"crossref",
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"materials",
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"gap-fill"
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],
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"domain": "materials-physics",
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"source_api": "CrossRef",
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"timestamp": "2026-03-15T21:59:51Z",
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"confidence": 0.80,
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"data_points": 1
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},
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{
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"title": "CrossRef: Is High Maternal Body Mass Index Associated with Cesarean Section Delivery in Mongolia? A Prospective Observational Study",
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"content": "Is High Maternal Body Mass Index Associated with Cesarean Section Delivery in Mongolia? A Prospective Observational Study. Publisher: JMIR Publications Inc.. DOI: 10.31372/20190403.1056",
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"category": "pattern",
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"tags": [
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"academic",
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"crossref",
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"materials",
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"gap-fill"
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],
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"domain": "materials-physics",
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"source_api": "CrossRef",
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"timestamp": "2026-03-15T21:59:51Z",
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"confidence": 0.80,
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"data_points": 1
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},
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{
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"title": "CrossRef: A chlorhexidine-releasing epoxy-based coating on titanium implants prevents Staphylococcus aureus experimental biomaterial-associated infection",
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"content": "A chlorhexidine-releasing epoxy-based coating on titanium implants prevents Staphylococcus aureus experimental biomaterial-associated infection. Publisher: Forum Multimedia Publishing LLC. DOI: 10.22203/ecm.v033a11",
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"category": "pattern",
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"tags": [
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"academic",
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"crossref",
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"materials",
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"gap-fill"
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],
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"domain": "materials-physics",
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"source_api": "CrossRef",
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"timestamp": "2026-03-15T21:59:51Z",
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"confidence": 0.80,
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"data_points": 1
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},
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{
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"title": "CrossRef: Growth plate extracellular matrix-derived scaffolds for large bone defect healing",
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"content": "Growth plate extracellular matrix-derived scaffolds for large bone defect healing. Publisher: Forum Multimedia Publishing LLC. DOI: 10.22203/ecm.v033a10",
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"category": "pattern",
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"tags": [
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"academic",
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"crossref",
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"materials",
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"gap-fill"
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],
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"domain": "materials-physics",
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"source_api": "CrossRef",
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"timestamp": "2026-03-15T21:59:51Z",
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"confidence": 0.80,
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"data_points": 1
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}
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]
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