{"id":"W4410343123","doi":"10.1016/j.fsisyn.2025.100586","title":"Forensic DNA Phenotyping: Examining knowledge and operational view from police officers","year":2025,"lang":"en","type":"article","venue":"Forensic Science International Synergy","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Trois-Rivières; International Centre for Comparative Criminology","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009491243,0.0002811776,0.0002804718,0.003787535,0.003926074,0.004518029,0.0009040914,0.0008438649,0.001578001],"category_scores_gemma":[0.0241324,0.0002710334,0.0001770734,0.002114096,0.003997564,0.002525808,0.003667939,0.001173263,0.0004148712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005595218,"about_ca_system_score_gemma":0.006688748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08263021,"about_ca_topic_score_gemma":0.06271221,"domain_scores_codex":[0.9933336,0.003159836,0.0002755415,0.0004342697,0.001823171,0.0009735281],"domain_scores_gemma":[0.9795175,0.006317454,0.004999354,0.0006801234,0.0065492,0.001936478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007569847,0.0001194156,0.3574743,0.0001891153,0.00002592611,0.0008909208,0.5791006,0.000143555,0.001737179,0.002571371,0.003605768,0.05406613],"study_design_scores_gemma":[0.00000327909,0.0001118225,0.201658,0.000290817,0.00001593961,0.0004596997,0.7788323,0.0004896614,0.0004289942,0.001012752,0.01664864,0.00004807557],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874209,0.0003576049,0.0007974812,0.003239049,0.00001870259,0.00003887293,0.0001177305,0.000006131516,0.008003522],"genre_scores_gemma":[0.9972849,0.0006614171,0.0003680407,0.0005616164,0.00002136211,0.00002869546,0.00008035355,0.000004325835,0.0009892398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08263021,"threshold_uncertainty_score":0.1642985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834912813454781,"score_gpt":0.3124867298989016,"score_spread":0.2941376017643538,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}