{"id":"W3131858742","doi":"10.1187/cbe.19-12-0271","title":"“I Like and Prefer to Work Alone”: Social Anxiety, Academic Self-Efficacy, and Students’ Perceptions of Active Learning","year":2021,"lang":"en","type":"article","venue":"CBE—Life Sciences Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"National Science Foundation","keywords":"Psychology; Self-efficacy; Anxiety; Perception; Active learning (machine learning); Academic achievement; Distress; Social anxiety; Social psychology; Fear of negative evaluation; Medical education; Applied psychology; Mathematics education; Clinical psychology; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002662866,0.00009407936,0.0001398931,0.0001357274,0.001736213,0.0001789361,0.0002858645,0.0001085414,0.0001434908],"category_scores_gemma":[0.00260743,0.00009875487,0.00002544518,0.0008712571,0.000457217,0.0007590318,0.0001517364,0.0003138279,0.00002475115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079204,"about_ca_system_score_gemma":0.001454287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003228924,"about_ca_topic_score_gemma":0.0001677146,"domain_scores_codex":[0.9975141,0.0008338752,0.0002190923,0.0003978972,0.0008133624,0.000221623],"domain_scores_gemma":[0.9988257,0.0004302739,0.0002123076,0.00008258633,0.0002636432,0.0001854778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002200768,0.0004686922,0.5519806,0.00002209745,0.00003388642,9.721334e-8,0.3753106,0.00007868976,0.001040088,0.003924093,0.003743352,0.06337576],"study_design_scores_gemma":[0.000155933,0.00004813109,0.8570659,0.00004185029,0.0000500454,0.000001185625,0.1210911,0.00001368921,0.00004636319,0.0002834347,0.02106498,0.0001374217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802125,0.0003142269,0.00003348486,0.01473251,0.0004630655,0.0002744145,0.00000158459,0.00004991518,0.003918289],"genre_scores_gemma":[0.9951327,0.0006262452,0.002092456,0.0004852994,0.0003094312,0.00002688817,0.000004164251,0.000006189311,0.001316629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3050852,"threshold_uncertainty_score":0.9995634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08745099206616785,"score_gpt":0.4734677388890225,"score_spread":0.3860167468228546,"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."}}