{"id":"W2767982181","doi":"10.7202/1041695ar","title":"Introduction","year":2017,"lang":"en","type":"article","venue":"Criminologie","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001274503,0.0005834748,0.0002755635,0.001191756,0.001584773,0.003149545,0.001397079,0.001844466,0.3689232],"category_scores_gemma":[0.004155577,0.0001556179,0.0004680061,0.000830536,0.0009863253,0.001749787,0.002278872,0.001776576,0.16447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302495,"about_ca_system_score_gemma":0.002934183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002846217,"about_ca_topic_score_gemma":0.003748122,"domain_scores_codex":[0.9989341,0.0001877698,0.00003672287,0.0002630902,0.000394291,0.0001840546],"domain_scores_gemma":[0.9982786,0.0002940476,0.00009405939,0.0002207132,0.0007121122,0.0004005146],"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":[0.00009685382,0.0001196413,0.002386165,0.0004242222,0.000008633112,0.0004591396,0.0009412808,0.0001082711,0.0007734175,0.09929296,0.5264099,0.3689794],"study_design_scores_gemma":[0.000004272978,0.00001966706,0.0008538425,0.0001738224,0.000003395376,0.0002852276,0.0002616479,0.00002770817,0.0002071192,0.004813301,0.9933444,0.000005382596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005175986,0.004193504,0.006793629,0.0196596,0.007755017,0.000219843,0.002810994,0.000723215,0.9526681],"genre_scores_gemma":[0.047099,0.005583905,0.005842291,0.01614125,0.00378638,0.000301825,0.003419664,0.0004275259,0.9173982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6310768,"threshold_uncertainty_score":0.9001544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5728288594840729,"score_gpt":0.4265217825666791,"score_spread":0.1463070769173938,"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."}}