{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"b9e46c9a345d","filters":{"venue":"Disaster Health"}},"results":[{"id":"W2556274001","doi":"10.1080/21665044.2016.1263141","title":"Fear-related behaviors in situations of mass threat","year":2016,"lang":"en","type":"article","venue":"Disaster Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute on Drug Abuse","keywords":"Harm; Psychology; Population; Social psychology; Hazard; Medicine; Environmental health","authors":[{"name":"Maria Espinola","is_ca":false},{"name":"James M. Shultz","is_ca":false},{"name":"Zelde Espinel","is_ca":false},{"name":"Benjamin M. Althouse","is_ca":false},{"name":"Janice L. Cooper","is_ca":false},{"name":"Florence Baingana","is_ca":false},{"name":"Louis Herns Marcelin","is_ca":false},{"name":"Toni Cela","is_ca":false},{"name":"Sherry Towers","is_ca":false},{"name":"Laurie Mazurik","is_ca":true},{"name":"M. Claire Greene","is_ca":false},{"name":"Alyssa Beck","is_ca":false},{"name":"Michelle Fredrickson","is_ca":false},{"name":"Andrew J. McLean","is_ca":false},{"name":"Andreas Rechkemmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04987687708664119,"gpt":0.4278932534765401,"spread":0.3780163763898989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006886944,0.0002947328,0.0001397254,0.0004028946,0.001352051,0.0008045058,0.0002482964,0.001173949,0.004252261],"category_scores_gemma":[0.003432791,0.0001264101,0.0002783301,0.000183134,0.001137573,0.0006503093,0.001528149,0.000915924,0.0003636473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006819987,"about_ca_system_score_gemma":0.0005888835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244028,"about_ca_topic_score_gemma":0.004282358,"domain_scores_codex":[0.9995841,0.0002141462,0.00001844141,0.00002804465,0.00007807883,0.00007717036],"domain_scores_gemma":[0.9992386,0.0003854412,0.0001737991,0.00003871825,0.00005871027,0.0001047115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001813847,0.002038905,0.1653391,0.002610625,0.0001616997,0.03668462,0.3822277,0.00770186,0.03243345,0.0643068,0.03474279,0.2699387],"study_design_scores_gemma":[0.0001247878,0.004953586,0.2485675,0.00187135,0.0001510611,0.07013579,0.4049214,0.01194552,0.006061065,0.0527313,0.1981669,0.0003697042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9115592,0.001886947,0.007905783,0.004058216,0.0003643007,0.0003378865,0.000154154,0.00009938193,0.07363427],"genre_scores_gemma":[0.9935862,0.0006851652,0.002131542,0.0004288497,0.00004997103,0.00009607938,0.00004058407,0.000004011356,0.002977616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004252261,"threshold_uncertainty_score":0.01422518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2286054813","doi":"10.1080/21665044.2014.1103123","title":"The public health response during and after the Lac-Mégantic train derailment tragedy: a case study","year":2014,"lang":"en","type":"article","venue":"Disaster Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Chicoutimi; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Derailment; Public health; Preparedness; Emergency response; Psychosocial; Tragedy (event); Environmental health; Disaster response; Environmental planning; Emergency management; Business; Political science; Medicine; Medical emergency; Geography; Nursing; Psychiatry","authors":[{"name":"Mélissa Généreux","is_ca":true},{"name":"Geneviève Petit","is_ca":true},{"name":"Danielle Maltais","is_ca":true},{"name":"Mathieu Roy","is_ca":true},{"name":"Robert Simard","is_ca":true},{"name":"Sonia Boivin","is_ca":true},{"name":"James M. Shultz","is_ca":false},{"name":"Linda Pinsonneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06284935581075979,"gpt":0.4070156408506246,"spread":0.3441662850398648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002473469,0.0007390759,0.0004355485,0.001916818,0.01810685,0.003035084,0.002917146,0.00534409,0.002886984],"category_scores_gemma":[0.006638069,0.0004702032,0.0005546295,0.002518648,0.004071783,0.001997006,0.004151837,0.003720616,0.0003227708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01546298,"about_ca_system_score_gemma":0.01393223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2849325,"about_ca_topic_score_gemma":0.5227556,"domain_scores_codex":[0.9969007,0.00132761,0.00008078021,0.0001843513,0.0003390688,0.001167543],"domain_scores_gemma":[0.9960306,0.001724572,0.0006100786,0.0001719936,0.0005521686,0.0009105701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0001835411,0.001178667,0.08727107,0.0006401828,0.00008778317,0.1300466,0.7288296,0.001536147,0.00150748,0.00706776,0.01388651,0.02776477],"study_design_scores_gemma":[0.00001004257,0.0001821893,0.02208575,0.0002163801,0.00002254175,0.006777831,0.9527578,0.0004780247,0.0002797836,0.0004863368,0.01666454,0.00003884315],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782655,0.0007160729,0.001172021,0.008624149,0.0001094545,0.0003258559,0.0003221619,0.00002163921,0.01044309],"genre_scores_gemma":[0.9917911,0.001528717,0.001155034,0.001689755,0.0001002994,0.0001454588,0.000140615,0.00001723228,0.003431757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7150675,"threshold_uncertainty_score":0.566548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251188825","doi":"10.1080/21665044.2016.1189295","title":"Corrigendum","year":2016,"lang":"en","type":"erratum","venue":"Disaster Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Derailment; Tragedy (event); Political science; Sociology; Engineering; Social science; Mechanical engineering; Track (disk drive)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1094010017367721,"gpt":0.4452535521057494,"spread":0.3358525503689773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002648951,0.002203685,0.002195694,0.002905027,0.003328889,0.004895159,0.003551358,0.005635532,0.188083],"category_scores_gemma":[0.05683534,0.001000756,0.001982623,0.001974287,0.002006639,0.002762842,0.002480637,0.007255108,0.1424121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004610649,"about_ca_system_score_gemma":0.004732165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0203684,"about_ca_topic_score_gemma":0.02886543,"domain_scores_codex":[0.9952113,0.0007405128,0.0006779544,0.0007485023,0.002248711,0.000373131],"domain_scores_gemma":[0.9796885,0.003377959,0.0009048395,0.0008018315,0.01425009,0.0009767743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006105764,0.000002467716,0.000019571,0.00004557465,0.000002621172,0.00007162314,0.000008938283,0.00001225658,0.000008950574,0.0002704303,0.995557,0.003994515],"study_design_scores_gemma":[0.00001034877,0.00001322754,0.0002514305,0.0002456836,0.00001447091,0.0004615682,0.00005331564,0.00009406215,0.00008216979,0.0008563539,0.9978911,0.00002628795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0000563519,0.001219246,0.0003991658,0.03974868,0.9488211,0.00002795947,0.0007470454,0.0003285281,0.008651818],"genre_scores_gemma":[0.004819023,0.01092854,0.002671602,0.1054628,0.3835281,0.0002393233,0.003090487,0.001351715,0.4879085],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.188083,"threshold_uncertainty_score":0.6292005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}