{"id":"W2336377329","doi":"10.2139/ssrn.2088960","title":"Preventing Domestic Violence in Alberta: A Cost Savings Perspective","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Perspective (graphical); Economics; Business; Public economics; Natural resource economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001670539,0.001328797,0.0007147258,0.002678602,0.001868386,0.004758439,0.002628224,0.005414131,0.02150958],"category_scores_gemma":[0.005259313,0.000444327,0.001235877,0.002905339,0.001345102,0.001166542,0.002170972,0.002846217,0.0006355521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0462645,"about_ca_system_score_gemma":0.1118762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8912483,"about_ca_topic_score_gemma":0.9340355,"domain_scores_codex":[0.9967871,0.0008182515,0.0001024454,0.0001255261,0.001106813,0.001059886],"domain_scores_gemma":[0.9967325,0.0005386973,0.0001959683,0.00006162466,0.001264535,0.001206767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003633345,0.001971153,0.0834908,0.002466089,0.001278771,0.004170787,0.00124507,0.06197236,0.003248999,0.07631469,0.162036,0.598172],"study_design_scores_gemma":[0.002512525,0.005252316,0.4173028,0.00719159,0.004651133,0.004386005,0.02263733,0.05794252,0.003193551,0.04626008,0.4279774,0.0006927439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2165492,0.04374662,0.005466813,0.3424716,0.003335781,0.0009021946,0.006913379,0.0004824954,0.3801319],"genre_scores_gemma":[0.886328,0.03127246,0.005917364,0.01954981,0.001487952,0.0002137459,0.002031158,0.00007148593,0.05312796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1087517,"threshold_uncertainty_score":0.335674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274259461291853,"score_gpt":0.3288457934822583,"score_spread":0.3161031988693398,"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."}}