{"id":"W4206937506","doi":"10.26522/ssj.v16i1.2694","title":"Public Criminology and Media Debates Over Policing","year":2022,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Credibility; Criminology; Criminal justice; Public discourse; Sociology; Social media; Public opinion; Qualitative research; Green criminology; Cultural criminology; Public relations; Political science; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002030614,0.00007534092,0.000141697,0.00005024377,0.0008096059,0.000006353017,0.0001201281,0.0000331972,0.0007973268],"category_scores_gemma":[0.0004556274,0.00007734074,0.00001938864,0.0001705695,0.0006374432,0.00007919692,0.0006689472,0.0001666349,0.00001638189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001468345,"about_ca_system_score_gemma":0.00000975181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000325451,"about_ca_topic_score_gemma":0.0006601678,"domain_scores_codex":[0.9991857,0.0001432887,0.0001348393,0.0001821619,0.0001326648,0.0002213613],"domain_scores_gemma":[0.9995691,0.000293353,0.00004841468,0.00005778384,0.000007883301,0.00002350429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000475778,0.0001558057,0.6963541,0.00006164356,0.0001515311,0.0000647769,0.07656988,0.0001359358,0.0004028697,0.03708271,0.1781231,0.01085009],"study_design_scores_gemma":[0.0005487519,0.00004321344,0.8896708,0.00000280329,0.0002067127,0.00001427057,0.06867393,0.0001229799,0.00001410561,0.01241213,0.02805299,0.0002372416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857483,0.000497025,0.000006130998,0.005830031,0.000420032,0.00004712828,0.000003421641,0.00002601795,0.007421936],"genre_scores_gemma":[0.9936954,0.0001865537,0.00005820896,0.005660892,0.0001091013,0.0000314515,0.000002189766,0.000004971377,0.000251183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1933168,"threshold_uncertainty_score":0.873017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.243184771474289,"score_gpt":0.3667640263915136,"score_spread":0.1235792549172247,"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."}}