{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"89475aae98d5","filters":{"venue":"Journal of Forensic Science and Research"}},"results":[{"id":"W4414183183","doi":"10.29328/journal.jfsr.1001096","title":"Minds after Death: The Expanding Role of Psychological Autopsy in Investigations: A Review","year":2025,"lang":"en","type":"review","venue":"Journal of Forensic Science and Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","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":"Commit; Safeguarding; Psychological distress; Suicide prevention; Autopsy; Mental health; Distress; Poison control","authors":[{"name":"Jain Ishan","is_ca":false},{"name":"Mahapatra Oindrila","is_ca":false},{"name":"Yogesh Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2439450979531226,"gpt":0.5346847296085319,"spread":0.2907396316554092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002106684,0.0008712627,0.002127965,0.005969721,0.0004946261,0.002221641,0.00137162,0.001930981,0.003698018],"category_scores_gemma":[0.008315562,0.0003993172,0.001196837,0.006369764,0.001461534,0.002843384,0.00099568,0.00198228,0.0007091823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078437,"about_ca_system_score_gemma":0.00346799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455048,"about_ca_topic_score_gemma":0.003854204,"domain_scores_codex":[0.9989421,0.0003414269,0.0002667959,0.000136412,0.0002681483,0.00004512118],"domain_scores_gemma":[0.9897969,0.008730553,0.0006299396,0.0001248574,0.0005915537,0.0001261813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007148602,0.00005725496,0.0003949398,0.1361952,0.0002228377,0.0002289657,0.0004286187,0.0001693131,0.0002178853,0.002690951,0.01326594,0.8460566],"study_design_scores_gemma":[0.00003918657,0.0001842862,0.004600952,0.2538189,0.001137387,0.004527943,0.001033009,0.0001141089,0.0002340076,0.0043532,0.7298917,0.00006537722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000383286,0.9996331,0.00001965681,0.0001008617,0.00005367275,0.000002226571,0.00000455065,0.000001232562,0.0001463554],"genre_scores_gemma":[0.0003976775,0.9993691,0.00004522949,0.00008922559,0.0000583612,0.00000327812,0.000005796004,5.931368e-7,0.00003076091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005969721,"threshold_uncertainty_score":0.01237112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415236196","doi":"10.29328/journal.jfsr.1001104","title":"NDPI-predict: A Multi-dimensional Model for Simulating Violent Behavior Risk","year":2025,"lang":"en","type":"article","venue":"Journal of Forensic Science and Research","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Empathy; Aggression; Personality; Neuroimaging; Big Five personality traits; Poison control; Human factors and ergonomics; Amygdala","authors":[{"name":"Saengsing Natthakan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1874675556076013,"gpt":0.5222821785770072,"spread":0.3348146229694059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001185402,0.0008570011,0.0008207881,0.0007775442,0.0005172441,0.001101572,0.001425617,0.001332595,0.00443281],"category_scores_gemma":[0.004038707,0.0005393202,0.0009846597,0.0004635533,0.0004278313,0.0004693034,0.0009828836,0.00193784,0.0004660418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196956,"about_ca_system_score_gemma":0.001449915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04249326,"about_ca_topic_score_gemma":0.03388658,"domain_scores_codex":[0.9996966,0.000144776,0.00001743838,0.0000665728,0.00003193936,0.00004278436],"domain_scores_gemma":[0.9986606,0.0009237389,0.0001198789,0.00005037523,0.0001696268,0.00007582598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001264967,0.00009482686,0.01015305,0.00003076104,0.00008292998,0.00008662109,0.00004851765,0.9760337,0.0001814533,0.002792177,0.001103417,0.009265971],"study_design_scores_gemma":[0.000006367013,0.00001099961,0.000371749,0.000003326334,0.000005569175,0.000007398688,0.000005883692,0.9987993,0.00002359558,0.0006048662,0.0001578556,0.000002956969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4630916,0.001062575,0.514764,0.002594388,0.0003540794,0.0004707474,0.00433571,0.002773105,0.01055384],"genre_scores_gemma":[0.9327142,0.000271599,0.06003894,0.0002601186,0.00006726017,0.0005553152,0.001619266,0.00008460841,0.004388717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04249326,"threshold_uncertainty_score":0.08449185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}