{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6b6f10f8ce7c","filters":{"venue":"Advances in bioethics"}},"results":[{"id":"W2489667781","doi":"10.1016/s1479-3709(06)09003-0","title":"Chapter 3: The 2003 SARS Outbreak in Canada: Legal and Ethical Lessons About the Use of Quarantine","year":2006,"lang":"en","type":"book-chapter","venue":"Advances in bioethics","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarantine; Outbreak; Coronavirus disease 2019 (COVID-19); Political science; Geography; Virology; Biology; Medicine; Ecology; Infectious disease (medical specialty)","authors":[{"name":"Nola M. Ries","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.175462981346383,"gpt":0.4631033748017968,"spread":0.2876403934554138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001904361,0.0002938745,0.0005291276,0.0001395565,0.0004523963,0.00001438991,0.0003292334,0.001071171,0.00006106594],"category_scores_gemma":[0.0008028731,0.0001825011,0.00004040284,0.000156337,0.0009783942,0.0001347142,0.0001463633,0.00613518,0.000006332148],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004573191,"about_ca_system_score_gemma":0.005879685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9381973,"about_ca_topic_score_gemma":0.9904176,"domain_scores_codex":[0.9969828,0.0003849235,0.001177957,0.0003375518,0.0004774722,0.0006392904],"domain_scores_gemma":[0.9954444,0.002909692,0.000650957,0.0005507426,0.0003524246,0.00009174764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002863931,0.000009337015,0.003087337,0.0003697545,0.000008318878,0.000003602401,0.002028183,0.00009138517,4.642633e-7,0.9748746,0.01468702,0.004811326],"study_design_scores_gemma":[0.0002413347,0.00002036823,0.01036414,0.0008262033,0.00001368995,0.000002556524,0.0008935251,0.0001437379,6.448444e-7,0.004758486,0.9825501,0.0001851659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005430221,0.01869604,0.0001071902,0.7095107,0.006803297,0.003598521,0.001025868,0.00004186866,0.2547863],"genre_scores_gemma":[0.3252903,0.2194881,0.001198932,0.2069158,0.003371178,0.0005837484,0.0004428745,0.0003890475,0.24232],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9701161,"threshold_uncertainty_score":0.999756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2488625279","doi":"10.1016/s1479-3709(06)10009-6","title":"Chapter 9: The Medical-Social Education Compact and the Medical Learner","year":2006,"lang":"en","type":"book-chapter","venue":"Advances in bioethics","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accreditation; Apprenticeship; Medical education; Curriculum; Medical ethics; Humanism; Engineering ethics; Psychology; Pedagogy; Medicine; Political science; Engineering","authors":[{"name":"David J. Doukas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02990512880910479,"gpt":0.3895976691388039,"spread":0.3596925403296991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003225828,0.0003215897,0.00052594,0.0001930623,0.0003151914,0.00003211926,0.000399303,0.001193028,0.001351687],"category_scores_gemma":[0.003152079,0.0001782357,0.0001094962,0.0001538415,0.006485834,0.0001017468,0.0000801021,0.004012727,0.00005163208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517796,"about_ca_system_score_gemma":0.001196255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002073571,"about_ca_topic_score_gemma":0.0003571306,"domain_scores_codex":[0.9962739,0.0001048408,0.0007789315,0.0004039906,0.002166292,0.000272061],"domain_scores_gemma":[0.9979389,0.0008036423,0.0003523541,0.0004551704,0.0003441258,0.0001057723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007461743,0.00006556639,0.0001232966,0.0001211226,0.00003097895,0.00001166584,0.0005260935,6.412394e-7,1.759408e-7,0.7686681,0.009439668,0.2209381],"study_design_scores_gemma":[0.001162446,0.00004485594,0.0005564114,0.0008977577,0.0001026485,0.0001623625,0.0003801591,0.0002091073,0.000002138217,0.06488341,0.9313864,0.0002122837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003121901,0.01292183,0.0001866142,0.3188779,0.002135686,0.0007931184,0.000006448769,0.00005131398,0.6647149],"genre_scores_gemma":[0.269979,0.09033215,0.001177296,0.170346,0.01648324,0.0002608792,0.001139004,0.0003870573,0.4498954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9219468,"threshold_uncertainty_score":0.9995612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128382571","doi":"","title":"The 2003 SARS outbreak in Canada: Legal and ethical lessons about the use of quarantine","year":2006,"lang":"en","type":"book-chapter","venue":"Advances in bioethics","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarantine; Outbreak; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Sars virus; Business; Medicine; Virology; Infectious disease (medical specialty); Disease","authors":[{"name":"Nola M. Ries","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1401557200308825,"gpt":0.4265299753457283,"spread":0.2863742553148458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001561529,0.000280144,0.0004576861,0.0001045972,0.0003521135,0.0000193321,0.0003619085,0.0006413363,0.00001770241],"category_scores_gemma":[0.0005151082,0.0001710678,0.00004290929,0.0001209724,0.0009037221,0.00009322735,0.0002936075,0.004105719,0.000006373864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002524168,"about_ca_system_score_gemma":0.002101157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.635592,"about_ca_topic_score_gemma":0.9930232,"domain_scores_codex":[0.9972627,0.0005108258,0.0009229844,0.0003345189,0.0005023124,0.0004667216],"domain_scores_gemma":[0.9956172,0.003146064,0.000459389,0.0005600597,0.0001709794,0.00004629561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001912903,0.00001007879,0.0009165963,0.0002965401,0.00002344737,0.0000395104,0.0008636113,0.0001223026,6.876427e-7,0.9713023,0.0157305,0.01050311],"study_design_scores_gemma":[0.0003644148,0.0000239203,0.001747585,0.001070564,0.00002619923,0.000001018032,0.00108872,0.00006177618,0.000001079963,0.006324868,0.9891068,0.0001830327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003186989,0.04569884,0.0004638581,0.1461108,0.004901661,0.005349732,0.0009136766,0.00006039647,0.793314],"genre_scores_gemma":[0.07864684,0.168643,0.0007120003,0.0285653,0.000411838,0.0003217381,0.00013422,0.0002157845,0.7223493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9733763,"threshold_uncertainty_score":0.9981918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239472392","doi":"10.1016/s1479-3709(06)09012-1","title":"List of Contributors","year":2006,"lang":"en","type":"book-chapter","venue":"Advances in bioethics","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bioethics; Publishing; Political science; Health care; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08346045472360084,"gpt":0.4558633697066118,"spread":0.3724029149830109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007693605,0.0002363247,0.0005049079,0.0002212123,0.0001036196,0.00000321615,0.0002571437,0.0006490207,0.0004359816],"category_scores_gemma":[0.0001281395,0.0002182422,0.00009427825,0.00004822536,0.0004268221,0.0001013004,0.0002030851,0.001254569,0.0001595618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334161,"about_ca_system_score_gemma":0.0001749308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002325496,"about_ca_topic_score_gemma":0.002852289,"domain_scores_codex":[0.9981559,0.0001221804,0.0007904533,0.0002860694,0.000324699,0.0003206897],"domain_scores_gemma":[0.9980156,0.0007987822,0.0005662639,0.0004254605,0.0001491473,0.00004478282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000109881,0.00002440144,0.0003915509,0.0008972409,0.00002083749,0.00002176291,0.0005884116,0.0000127722,0.000002451585,0.9834687,0.01065519,0.003806806],"study_design_scores_gemma":[0.0004146994,0.0000550085,0.0000393439,0.001372509,0.00002698593,1.416316e-7,0.0003462771,0.00000225431,0.000004762176,0.07536155,0.9221936,0.0001829075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004541602,0.007334754,0.000327867,0.0005868868,0.00109026,0.0006815465,0.0001780614,0.00004161923,0.9897136],"genre_scores_gemma":[0.004645646,0.009946839,0.0002748151,0.001169637,0.0002406584,0.00004754974,0.0001389046,0.00005734307,0.9834786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9115384,"threshold_uncertainty_score":0.8899657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}