{"id":"W4241581031","doi":"10.1037/e515012013-001","title":"Shine the Light on Battered Love: Invisible Intimate Partner Violence in Canadian Immigrant and Refugee Communities","year":2010,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Domestic violence; Criminology; Psychology; Gender studies; Political science; Sociology; Medical emergency; Suicide prevention; Medicine; Poison control; Law","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002178419,0.0005051724,0.0005120605,0.0004155135,0.0008505755,0.0005049738,0.002231101,0.0005632034,0.001314949],"category_scores_gemma":[0.0001648306,0.000383431,0.00006318993,0.0004285361,0.001023678,0.000327695,0.0002735622,0.001917749,0.001205626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501467,"about_ca_system_score_gemma":0.0004729438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9056998,"about_ca_topic_score_gemma":0.9764118,"domain_scores_codex":[0.9965258,0.0005968999,0.0005505123,0.0005472256,0.0005837394,0.001195862],"domain_scores_gemma":[0.9971411,0.0003246749,0.0002141545,0.001795907,0.00006129545,0.0004628355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003387455,0.0000656165,0.0002680004,0.00006207964,0.000019892,0.00004613178,0.001014978,0.000001891179,0.00000481876,0.0007061795,0.9973354,0.0004411761],"study_design_scores_gemma":[0.0002544388,0.0000491783,0.002332335,0.0004994069,0.00004597604,0.00000697376,0.001330474,0.00002407831,0.000008127656,0.000394659,0.9945452,0.0005091888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009258267,0.0003348687,4.380016e-7,0.002173292,0.0006743828,0.0006036111,0.9934606,0.00002012775,0.001806863],"genre_scores_gemma":[0.01273066,0.004217514,0.00002304463,0.00433633,0.0002644826,0.00006375895,0.9783025,0.00002595398,0.0000356844],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0707119,"threshold_uncertainty_score":0.9998618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527855762476438,"score_gpt":0.3337024176503018,"score_spread":0.3084238600255374,"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."}}