{"id":"W2410918881","doi":"","title":"Culture clubs in Canadian Higher Education: Examining membership diversity","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Club; Ethnic group; Diversity (politics); Phenomenon; Sociology; Cultural diversity; Joins; Gender studies; Political science; Anthropology; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003963697,0.0004942163,0.0005731059,0.006292373,0.03181037,0.007574406,0.00328621,0.001131485,0.005171508],"category_scores_gemma":[0.009612034,0.0005186897,0.0003893213,0.01037947,0.005308231,0.00239725,0.008032401,0.002224881,0.0003772136],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09523901,"about_ca_system_score_gemma":0.09641266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951385,"about_ca_topic_score_gemma":0.998243,"domain_scores_codex":[0.995128,0.0005472066,0.0001304147,0.0004317851,0.001618139,0.002144504],"domain_scores_gemma":[0.9886752,0.001264646,0.001183469,0.0003210513,0.003528496,0.005027104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001904231,0.0002888566,0.4006846,0.0001591676,0.00003967769,0.0007071159,0.5360652,0.0003310354,0.0008955839,0.007730606,0.006897426,0.04601038],"study_design_scores_gemma":[0.000008153661,0.00004838623,0.4084221,0.0001111079,0.00001428342,0.0001162305,0.5725616,0.000496407,0.0002103814,0.0003139983,0.01762111,0.00007628305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846994,0.0003360506,0.0001481876,0.0008626945,0.0000271143,0.00006168117,0.000528832,0.000008623774,0.0133275],"genre_scores_gemma":[0.9964721,0.0002824978,0.0002292682,0.0001246665,0.000006482394,0.00002715943,0.000256136,0.000007655849,0.002593952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.904761,"threshold_uncertainty_score":0.6910106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5113247410174597,"score_gpt":0.6428602483677154,"score_spread":0.1315355073502557,"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."}}