{"id":"W2162059767","doi":"10.1177/0269758012447218","title":"Victims or offenders","year":2012,"lang":"en","type":"article","venue":"International Review of Victimology","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Criminology; Economic Justice; Royal Commission; Commission; Criminal justice; State (computer science); Sociology; Suicide prevention; Political science; Poison control; Law; Medicine; Medical emergency","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006002811,0.00005708227,0.0001681707,0.00009084751,0.00008347025,0.000005955655,0.0002328281,0.00004387833,0.007650899],"category_scores_gemma":[0.000892792,0.00004610511,0.0001234123,0.0002431233,0.0001163842,0.000161195,0.00003232298,0.00006701642,0.0001546949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000794133,"about_ca_system_score_gemma":0.0000932627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539589,"about_ca_topic_score_gemma":0.0007875349,"domain_scores_codex":[0.9991155,0.0001251791,0.0002414349,0.00008686081,0.0002634007,0.0001676606],"domain_scores_gemma":[0.9992614,0.0002132608,0.0001372584,0.0001000532,0.0002196164,0.00006846074],"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":[0.000165137,0.001087851,0.04391941,0.001984877,0.0009413321,0.00002098233,0.02379426,0.00001128885,0.000190133,0.1653,0.0551405,0.7074442],"study_design_scores_gemma":[0.00009077322,0.00004174912,0.001471311,0.0005840609,0.000256746,0.00002646672,0.02212434,0.0000141947,0.00003964576,0.000121966,0.9751214,0.0001073335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1264175,0.07058188,0.00906465,0.02706258,0.01349086,0.0007215564,0.00002674981,0.0001639805,0.7524703],"genre_scores_gemma":[0.9284329,0.0658799,0.0005518517,0.002615476,0.0005616464,0.00002248886,0.000009151378,0.000006031149,0.001920573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9199809,"threshold_uncertainty_score":0.9932563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04868083238530325,"score_gpt":0.4097188301274746,"score_spread":0.3610379977421714,"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."}}