{"id":"W4414119628","doi":"10.22215/apb.v2i1.4915","title":"‘Second Thoughts’: Female Police Officers Trust Themselves Less in Snap Decision-Making","year":2025,"lang":"en","type":"article","venue":"Applied police briefings :","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snap; Procedural justice; Quarter (Canadian coin); Work (physics); Criminal justice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007925651,0.0002403503,0.0003353496,0.0003905891,0.0009961016,0.0003161233,0.000630927,0.0002552564,0.0004633125],"category_scores_gemma":[0.0001153361,0.0002559207,0.0001104469,0.00132234,0.0003411182,0.0003701544,0.0001517298,0.0004072493,0.0001394934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002459516,"about_ca_system_score_gemma":0.0005067447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3718509,"about_ca_topic_score_gemma":0.3924393,"domain_scores_codex":[0.997853,0.0001123989,0.0004320467,0.0004692669,0.0003483339,0.0007849432],"domain_scores_gemma":[0.9976699,0.001525625,0.0001983789,0.0004071852,0.00005547344,0.0001434124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001708629,0.0002666165,0.004338996,0.00007704261,0.00008211836,0.000002011918,0.5147846,0.0002420003,0.001134992,0.3785945,0.02439884,0.07590737],"study_design_scores_gemma":[0.0007901652,0.00001560116,0.05099101,0.0002445959,0.00005942852,0.000002988565,0.08375874,0.00004439507,0.0001571883,0.005708691,0.8576588,0.0005684242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5698746,0.00002961717,0.0001756283,0.002091888,0.0001877479,0.0002676355,0.00001322217,0.0001079808,0.4272516],"genre_scores_gemma":[0.9843616,0.000125882,0.0008969857,0.01005614,0.0005542369,0.00005764302,0.000003925994,0.00002676661,0.003916838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8332599,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911054875636278,"score_gpt":0.3584716337745086,"score_spread":0.3293610850181459,"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."}}