{"id":"W6991168594","doi":"","title":"An exploration into domestic abuse and so-called 'honour'-based violence and abuse experienced by South Asian women","year":2021,"lang":"en","type":"dissertation","venue":"University of Birmingham Institutional Research Archive (University of Birmingham)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Harm; South asia; Empirical research; Recidivism; Poison control; Suicide prevention; Abusive relationship","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001342907,0.0003149713,0.0005759425,0.001026177,0.003609385,0.0001098343,0.0009050336,0.0003673328,0.0001953123],"category_scores_gemma":[0.0002540449,0.0004416723,0.0001317317,0.0007896032,0.005385109,0.001322831,0.0001501657,0.0006761882,0.00001252084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004219663,"about_ca_system_score_gemma":0.002682637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122056,"about_ca_topic_score_gemma":0.007203109,"domain_scores_codex":[0.9959173,0.0007777987,0.0002584289,0.0009172995,0.001428318,0.0007008467],"domain_scores_gemma":[0.9972135,0.0004005563,0.000350986,0.0003843383,0.001008313,0.0006423391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00229298,0.0006852009,0.00126314,0.0007734119,0.0001661787,0.0003720582,0.9387981,0.0002011338,0.01812082,0.01580544,0.0001987747,0.0213228],"study_design_scores_gemma":[0.002246022,0.0006401166,0.005336024,0.002373685,0.0000862402,0.000003612632,0.9701282,0.003844229,0.0003252391,0.003156184,0.01107297,0.0007874965],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811904,0.0003806227,0.01262388,0.00007994764,0.0001350307,0.0006520327,0.0002411194,0.00006211593,0.004634794],"genre_scores_gemma":[0.9880775,0.004922302,0.00561347,0.00001652786,0.00004304929,0.000001856073,0.0005685315,0.00001871964,0.000738035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03133012,"threshold_uncertainty_score":0.9998035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962747789382334,"score_gpt":0.3204257779550814,"score_spread":0.2907983000612581,"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."}}