{"id":"W3118872916","doi":"10.1177/1077801220981144","title":"Pathways to Engagement: An Exploratory Qualitative Analysis of Factors That Facilitate Men’s Engagement in IPV Intervention Programs","year":2021,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Intervention (counseling); Poison control; Exploratory analysis; Human factors and ergonomics; Psychology; Suicide prevention; Injury prevention; Exploratory research; Occupational safety and health; Qualitative research; Applied psychology; Medicine; Medical emergency; Computer science; Data science; Psychiatry; Sociology","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":[0.00553188,0.0002338366,0.0005001447,0.0005515376,0.0003020832,0.0001011576,0.0004550795,0.00008996417,0.000201297],"category_scores_gemma":[0.000287201,0.0002340257,0.0001993924,0.002234373,0.0002172026,0.0006353959,0.0001872469,0.0002317333,0.00002943051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005198235,"about_ca_system_score_gemma":0.0001722664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008965441,"about_ca_topic_score_gemma":0.0009918822,"domain_scores_codex":[0.9944283,0.002947047,0.0005909198,0.0006125697,0.0007283127,0.0006928674],"domain_scores_gemma":[0.9986482,0.000197868,0.0002029799,0.0004172413,0.0002637301,0.0002699772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003509516,0.0006179559,0.0279572,0.00005370474,0.000275549,0.00001638936,0.9298883,0.0003680788,0.001739036,0.004147078,0.00001056434,0.03489106],"study_design_scores_gemma":[0.0002909492,0.0001953031,0.0389398,0.0002903692,0.00005892433,1.659153e-8,0.9563465,0.0002488081,0.001818229,0.000809351,0.0006983011,0.0003034807],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919798,0.0001153553,0.0008164031,0.00001853941,0.0001410602,0.0005228393,0.00008213429,0.00007666829,0.00624721],"genre_scores_gemma":[0.9985103,0.0004585466,0.0002714645,0.0001198181,0.00001568567,0.0003856675,0.0001327257,0.00001328439,0.00009253137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03458758,"threshold_uncertainty_score":0.9543291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.141715869013999,"score_gpt":0.3862856521124388,"score_spread":0.2445697830984398,"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."}}