{"id":"W2049409391","doi":"10.2202/1940-1639.1040","title":"What Should We Be Doing to Reduce or End Campus Violence?","year":2009,"lang":"en","type":"article","venue":"Journal of College and Character","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Public relations; Higher education; Psychology; Sociology; Pedagogy; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00148595,0.000100265,0.0002324767,0.0001837857,0.0003102034,0.0002829897,0.0002638088,0.0001064523,0.0003627098],"category_scores_gemma":[0.0001472794,0.00006657908,0.00008060659,0.0003241416,0.00008392755,0.00106318,0.00002391241,0.0003083597,0.00001180429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007223556,"about_ca_system_score_gemma":0.0003702544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002641512,"about_ca_topic_score_gemma":0.0001001221,"domain_scores_codex":[0.9983627,0.000172076,0.000295334,0.0001303543,0.0006590989,0.0003803947],"domain_scores_gemma":[0.9989664,0.0001688424,0.000143245,0.00009022835,0.0002259401,0.0004053233],"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":[0.00103526,0.0002466542,0.001306634,0.00002830664,0.00005438046,0.0006070024,0.03150005,0.000001103607,0.01193563,0.003949602,0.01558473,0.9337506],"study_design_scores_gemma":[0.0008866023,0.001060119,0.01659893,0.00187841,0.00004054706,0.0001595717,0.05682797,0.000006393052,0.003559448,0.002144008,0.9165008,0.0003371987],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866414,0.0009339172,0.00001688436,0.1096254,0.000682196,0.0001759441,0.00000478686,0.000008538519,0.001910933],"genre_scores_gemma":[0.9753401,0.01659928,0.0001343343,0.003221852,0.001108672,0.00000179794,2.57677e-7,0.000005422307,0.003588334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9334134,"threshold_uncertainty_score":0.3971418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07021523845059277,"score_gpt":0.3893423705880716,"score_spread":0.3191271321374789,"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."}}