{"id":"W4254815933","doi":"10.4309/jgi.v0i34.3958","title":"Perceptions of Gambling in Tamil and Chinese Communities in Australia: The Role of Saving Face in Perpetuating Gambling Stigma and Hindering Help Seeking","year":2017,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Tamil; Multiculturalism; Ethnic group; Face (sociological concept); Ethnology; Sociology; Humanities; Psychology; Anthropology; Social science; Art; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.002064188,0.0002617108,0.0007171592,0.0008219732,0.0002829604,0.0001604205,0.0004302218,0.0001581871,0.00003270975],"category_scores_gemma":[0.0003914572,0.0002097066,0.00009873459,0.0002351074,0.000265255,0.0004991087,0.0001942646,0.0008397347,7.11946e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007444457,"about_ca_system_score_gemma":0.00003319224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066611,"about_ca_topic_score_gemma":0.004193946,"domain_scores_codex":[0.9976946,0.0002767206,0.001116862,0.0001987477,0.0003339703,0.0003791242],"domain_scores_gemma":[0.9978871,0.0005056082,0.0009729037,0.0004217212,0.0001422902,0.00007037995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008120582,0.0001839711,0.9047772,0.00006057382,0.0000421802,0.00004301316,0.07509484,0.000784523,0.01300419,0.00004430184,5.882505e-7,0.005883388],"study_design_scores_gemma":[0.001738544,0.0001455738,0.8993976,0.001687764,0.00005013413,0.0001069081,0.09491357,0.001050634,0.000372957,0.0003693034,0.000009212275,0.0001577799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958865,0.00339913,0.00003918257,0.0001269939,0.000192273,0.0001724289,0.000005402188,0.000007617842,0.0001704516],"genre_scores_gemma":[0.9981044,0.0005625768,0.001145415,0.000006310773,0.00008222376,0.000006610426,0.000001739097,0.00003021274,0.00006052797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01981873,"threshold_uncertainty_score":0.995922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.242423743425906,"score_gpt":0.4625148751558165,"score_spread":0.2200911317299105,"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."}}