{"id":"W2971719456","doi":"10.31542/j.cb.1841","title":"Today’s Offender, Tomorrow’s Victim","year":2019,"lang":"en","type":"article","venue":"Crossing Borders Student Reflections on Global Social Issues","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Criminology; Criminal justice; Focus (optics); Economic Justice; Psychology; Association (psychology); Service (business); Social psychology; Political science; Law; Business","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003593779,0.0002113106,0.0002673278,0.00008608794,0.004941303,0.001555775,0.0003855376,0.0001837447,0.002927832],"category_scores_gemma":[0.00006081988,0.0002263595,0.0003065105,0.0007375821,0.0005511158,0.0002920163,0.0000905743,0.0002217454,0.0006593624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008648898,"about_ca_system_score_gemma":0.0002219891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02473432,"about_ca_topic_score_gemma":0.01677883,"domain_scores_codex":[0.9977925,0.0001952678,0.0003110453,0.0004360172,0.0006918309,0.0005733564],"domain_scores_gemma":[0.9992965,0.00002723887,0.0001292794,0.0002164492,0.0002080256,0.0001224506],"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":[0.0002057093,0.004573239,0.2270962,0.00008759448,0.0007850968,0.00002375256,0.2695272,0.0001756186,0.00133813,0.263294,0.1856627,0.04723066],"study_design_scores_gemma":[0.000588402,0.0002362678,0.06427164,0.00006977039,0.00004846796,0.000001147631,0.0671439,0.000005759455,0.00006972205,0.002393124,0.864764,0.0004077398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.596688,0.0002424853,0.0001796761,0.005237822,0.002388929,0.0003879667,0.00002741272,0.0003292348,0.3945185],"genre_scores_gemma":[0.9758982,0.00004363774,0.000141917,0.0005333925,0.0006608791,0.00002654684,0.00001012091,0.000018136,0.02266719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6791013,"threshold_uncertainty_score":0.9994807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0650793677849375,"score_gpt":0.502914117820806,"score_spread":0.4378347500358685,"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."}}