{"id":"W2139792814","doi":"10.1177/107906320501700402","title":"The Utility of Cumulative Meta-Analysis: Application to Programs for Reducing Sexual Violence","year":2005,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Public Safety Canada","funders":"","keywords":"Meta-analysis; Psychology; Cumulative effects; Narrative; Sexual violence; Social psychology; Criminology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3276008,0.007707735,0.02120135,0.03693676,0.001944902,0.00655913,0.006767055,0.004534726,0.007048838],"category_scores_gemma":[0.634757,0.003674979,0.03760941,0.03445337,0.004276531,0.007007794,0.008360975,0.007684662,0.0004847542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005126336,"about_ca_system_score_gemma":0.007080276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009251933,"about_ca_topic_score_gemma":0.009867805,"domain_scores_codex":[0.5415136,0.4147178,0.0142104,0.01285114,0.01600491,0.0007020535],"domain_scores_gemma":[0.3525556,0.6046479,0.01324907,0.02217098,0.00629595,0.001080492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003457992,0.0001167373,0.01573135,0.05602505,0.6982712,0.001001293,0.001121123,0.02862003,0.0006074856,0.02242978,0.009166615,0.1634514],"study_design_scores_gemma":[0.0043115,0.003165544,0.01294563,0.0157142,0.5447208,0.001578626,0.001215748,0.2100983,0.001831315,0.1779054,0.02537404,0.001139023],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01216865,0.1338524,0.8303118,0.0059181,0.002705571,0.006105341,0.002300447,0.004701352,0.001936434],"genre_scores_gemma":[0.2337527,0.02636693,0.7203475,0.001894821,0.001224959,0.01423906,0.0004458773,0.0007681206,0.0009600734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3276008,"threshold_uncertainty_score":0.8291879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09813027173777855,"score_gpt":0.3886114557498788,"score_spread":0.2904811840121002,"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."}}