{"id":"W4385855115","doi":"10.59962/9780774818735-003","title":"Acknowledgments","year":2011,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002224955,0.0001237601,0.0004736608,0.00003596784,0.0006607958,0.0001279811,0.0006599867,0.0005433615,0.002523693],"category_scores_gemma":[0.00002315679,0.000332587,0.0003055964,0.000007975825,0.00109314,0.000102268,0.0001639365,0.0002925127,0.00005427391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507882,"about_ca_system_score_gemma":0.0003324657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.513703,"about_ca_topic_score_gemma":0.8068472,"domain_scores_codex":[0.9986066,0.0000735881,0.0001867468,0.0003731911,0.0004402911,0.0003196064],"domain_scores_gemma":[0.9988054,0.00004978187,0.0002822235,0.0002509247,0.0004138557,0.0001978373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008257845,0.0001192381,0.0001955654,0.0002269465,0.0007384918,0.0006566062,0.03381619,1.00336e-7,0.000005339124,0.1467564,0.410551,0.4068516],"study_design_scores_gemma":[0.0005065575,0.00003324023,0.0001358304,0.0003059112,0.0001719663,0.000001129536,0.0005876693,3.178304e-7,3.528405e-7,0.009390905,0.9885492,0.0003169083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002508227,0.0005817918,0.00002116962,0.000004921411,0.0004602763,0.0005015472,0.0003027654,0.0001015795,0.9977751],"genre_scores_gemma":[0.01625031,0.0009973681,0.00005314466,0.00002902659,0.0002285885,4.681384e-7,0.00001060148,0.00002760278,0.9824029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5779982,"threshold_uncertainty_score":0.9999126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258951620184915,"score_gpt":0.2211213139858927,"score_spread":0.1885317977840436,"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."}}