{"id":"W2294155939","doi":"10.14288/1.0073314","title":"Form and its health functions : socioeconomic status-based network homophily and the personal health of canadians","year":2012,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homophily; Socioeconomic status; Personal network; Social network (sociolinguistics); Psychology; Sociology; Geography; Social psychology; Demography; Computer science; Population; World Wide Web; Social science; Social media","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183188,0.0002224554,0.0003539668,0.0017153,0.005961747,0.002281038,0.0007222876,0.0004216227,0.003849051],"category_scores_gemma":[0.005487819,0.0001549423,0.0003897101,0.002742274,0.001823663,0.0007028731,0.00188845,0.0006332989,0.0001001284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01621619,"about_ca_system_score_gemma":0.01310719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9727306,"about_ca_topic_score_gemma":0.9787639,"domain_scores_codex":[0.9991073,0.0001715984,0.0000295672,0.0001416401,0.0002293599,0.0003205019],"domain_scores_gemma":[0.9979264,0.0002819862,0.0003861279,0.000127322,0.0004964707,0.0007817294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009865125,0.00005792333,0.9615368,0.00003852198,0.0001081876,0.00008659744,0.01251143,0.0002659561,0.0001269469,0.004442915,0.001662545,0.01906346],"study_design_scores_gemma":[0.00000920893,0.00002136021,0.983333,0.00004581486,0.00005697436,0.00005483191,0.01193461,0.0007011686,0.0000400724,0.001091915,0.002690239,0.0000208351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885221,0.000580239,0.0002253375,0.001500928,0.00001893579,0.00002307297,0.0006309731,0.00000485788,0.008493462],"genre_scores_gemma":[0.9991504,0.0001737501,0.00009099501,0.00004557896,0.00000445205,0.000003503568,0.0001178756,0.000001455049,0.0004120042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02726936,"threshold_uncertainty_score":0.1176573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146089052324739,"score_gpt":0.1882334131635526,"score_spread":0.1736245079310787,"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."}}