{"id":"W7076972770","doi":"","title":"Profiles in police investigations","year":2024,"lang":"nl","type":"book-chapter","venue":"VU Research Portal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009209584,0.0004664024,0.0003787334,0.002923134,0.002499226,0.008720246,0.0008939251,0.001745445,0.08625239],"category_scores_gemma":[0.003600714,0.0006584552,0.0002415506,0.007086366,0.001143936,0.01106964,0.003588919,0.001469733,0.04070253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002551319,"about_ca_system_score_gemma":0.002069251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01501675,"about_ca_topic_score_gemma":0.02555045,"domain_scores_codex":[0.9991753,0.0003167864,0.00005048971,0.00009878432,0.0002437425,0.0001149735],"domain_scores_gemma":[0.9993997,0.0002086359,0.00004794466,0.00008870264,0.0001472308,0.0001078206],"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":[0.00004279343,0.00004334488,0.001146001,0.0001660409,0.00000327158,0.0001514594,0.0048348,0.0003803578,0.0001914939,0.2443819,0.3653648,0.3832937],"study_design_scores_gemma":[0.000001999593,0.000006523171,0.000845629,0.0002402266,0.00000269318,0.0001737527,0.003789541,0.0002973949,0.0001650894,0.02793724,0.9665336,0.000006286639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0043762,0.00887954,0.01187482,0.007123753,0.0009399956,0.00005855552,0.001669821,0.0006002676,0.964477],"genre_scores_gemma":[0.09365526,0.01955452,0.01587702,0.001437108,0.0005322301,0.0001238078,0.003333868,0.0007266441,0.8647596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08625239,"threshold_uncertainty_score":0.288543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195310851372631,"score_gpt":0.3556056610882268,"score_spread":0.2360745759509636,"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."}}