{"id":"W1949966626","doi":"10.47678/cjhe.v31i1.183383","title":"Communications Apprehension: A Note About Ethnic Diversity","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Communication apprehension; Apprehension; Ethnic group; Psychology; Diversity (politics); Social psychology; Cultural diversity; Ethnically diverse; Anxiety; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005203105,0.0002403271,0.0003369311,0.001301789,0.003262851,0.001759996,0.0006332802,0.0004696195,0.002717307],"category_scores_gemma":[0.01492554,0.0001705981,0.0003606298,0.001249454,0.002417367,0.001589654,0.002840322,0.00111309,0.0002074623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000809352,"about_ca_system_score_gemma":0.00115164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02125327,"about_ca_topic_score_gemma":0.04362933,"domain_scores_codex":[0.9963819,0.00136984,0.0003711709,0.0002821871,0.001211736,0.0003831382],"domain_scores_gemma":[0.9890524,0.00452207,0.002580076,0.0008670545,0.002305987,0.0006724856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002500745,0.0000594327,0.7096753,0.0001740872,0.00008418186,0.002274479,0.2404414,0.00008596969,0.005242635,0.00126956,0.0009260394,0.03951682],"study_design_scores_gemma":[0.00000527251,0.0001607789,0.7465492,0.0001895119,0.00004974977,0.003638841,0.2387281,0.0001071476,0.001750749,0.0008299738,0.007931109,0.00005943756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890524,0.0004131802,0.0004746937,0.0008443393,0.00004760237,0.00001855448,0.00006676516,0.000006223562,0.009076273],"genre_scores_gemma":[0.9986178,0.0001734339,0.0002412407,0.000190309,0.00002143002,0.00000931309,0.00002804331,0.000006702589,0.0007117287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02125327,"threshold_uncertainty_score":0.04225916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153314024896144,"score_gpt":0.448978972531515,"score_spread":0.295664947635371,"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."}}