{"id":"W3165251024","doi":"10.29173/cgs76","title":"A Critical Analysis of Interventions for Women Harmed by Others’ Gambling","year":2021,"lang":"en","type":"article","venue":"Critical Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Psychology; Normative; Harm reduction; Psychological intervention; Thematic analysis; Social psychology; Service provider; Service (business); Sociology; Qualitative research; Psychiatry; Political science; Public health; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004982809,0.0002547013,0.000958421,0.0003781539,0.0002428815,0.00006681529,0.0001598156,0.0001346728,0.0008237598],"category_scores_gemma":[0.004842509,0.0002460928,0.0008046305,0.0009996877,0.0005248864,0.0000921414,0.0001022921,0.0001745514,0.0000249393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085171,"about_ca_system_score_gemma":0.00003279234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001704675,"about_ca_topic_score_gemma":0.00002011045,"domain_scores_codex":[0.9974886,0.0001702105,0.0007306761,0.0006325511,0.0002643748,0.0007136281],"domain_scores_gemma":[0.995534,0.002787367,0.00006866481,0.0004348584,0.0009960175,0.0001790747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001768182,0.03725467,0.1988023,0.008565261,0.1291492,0.001167537,0.1232109,0.00009886227,0.02872526,0.3888151,0.03727598,0.04516671],"study_design_scores_gemma":[0.02772186,0.007267369,0.2183052,0.005644217,0.1223241,0.0001453111,0.4810478,0.001576731,0.03258505,0.07433958,0.02266869,0.006374062],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555728,0.01996861,0.01656271,0.002706669,0.001893284,0.0003561746,0.0007812788,0.0001817269,0.00197674],"genre_scores_gemma":[0.9944602,0.00007785326,0.002143661,0.0002017958,0.00007091658,0.0004895863,0.00005393868,0.00003812725,0.002463946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3578369,"threshold_uncertainty_score":0.9999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3210422769495193,"score_gpt":0.5518202515728274,"score_spread":0.2307779746233081,"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."}}