{"id":"W4200046468","doi":"10.1177/10634266211060079","title":"Too Anxious to Talk: Social Anxiety, Academic Communication, and Students’ Experiences in Higher Education","year":2021,"lang":"en","type":"article","venue":"Journal of Emotional and Behavioral Disorders","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Waterloo","funders":"","keywords":"Psychology; Anxiety; Social anxiety; Social connectedness; Context (archaeology); Fear of negative evaluation; Clinical psychology; Developmental psychology; Shyness; Social psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001728054,0.00025632,0.0002719922,0.0007315219,0.0009945182,0.001905323,0.0003314021,0.0005104878,0.001712531],"category_scores_gemma":[0.006694256,0.0001838084,0.000300022,0.000430134,0.0009384061,0.0007809492,0.001145944,0.001339574,0.0001088901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006092887,"about_ca_system_score_gemma":0.0009723119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002977503,"about_ca_topic_score_gemma":0.009075135,"domain_scores_codex":[0.9988419,0.0005144458,0.00007236921,0.00005551931,0.0003154741,0.0002003196],"domain_scores_gemma":[0.9966369,0.001316492,0.0009441624,0.00006953864,0.0001559709,0.0008769412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009698135,0.0008252193,0.9554421,0.00007187398,0.00008138247,0.0002143525,0.021313,0.0000412442,0.0006689834,0.000214368,0.0003184281,0.02071194],"study_design_scores_gemma":[0.00000568278,0.0002246556,0.9701467,0.00003472331,0.00002995259,0.0002571938,0.028634,0.000103613,0.0001069887,0.0001198849,0.0003277193,0.000008849012],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991148,0.0001356179,0.00001929895,0.0001690908,0.000005706527,0.000004601962,0.000004896217,9.920894e-7,0.0005449794],"genre_scores_gemma":[0.9996594,0.0001215567,0.00003239753,0.00005336007,0.000008472301,0.000005894258,0.000008856055,4.397852e-7,0.0001095836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002977503,"threshold_uncertainty_score":0.009138942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07370973265139984,"score_gpt":0.4215003068267489,"score_spread":0.347790574175349,"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."}}