{"id":"W4283163929","doi":"10.5539/jel.v11n5p15","title":"A Quantitative Study of Undergraduate Students’ Anxiety","year":2022,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychology; Mental health; Clinical psychology; Presentation (obstetrics); Significant difference; Higher education; Psychiatry; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004057026,0.0003276056,0.0003786327,0.001536457,0.001060068,0.001681464,0.0003431979,0.0003923723,0.001950913],"category_scores_gemma":[0.01476525,0.0002666177,0.0003478921,0.0008736611,0.001073114,0.0007994358,0.001160326,0.001111764,0.000309397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009317159,"about_ca_system_score_gemma":0.0007462309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048372,"about_ca_topic_score_gemma":0.001648435,"domain_scores_codex":[0.9966601,0.001393074,0.0003151776,0.0002144487,0.0009778802,0.0004392624],"domain_scores_gemma":[0.9876457,0.005362052,0.001835212,0.0003991444,0.003157244,0.001600799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003030059,0.002589571,0.6574931,0.0004224664,0.00007204652,0.0003692745,0.2636755,0.0002262725,0.009424158,0.001257236,0.00208611,0.06208131],"study_design_scores_gemma":[0.00003074944,0.002912368,0.7416122,0.0001204081,0.00003245566,0.0004095288,0.2439427,0.0006976078,0.002099333,0.0005479954,0.007493093,0.0001015281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973243,0.00004020503,0.000398111,0.00007863792,0.00001118239,0.00009152362,0.00008976726,0.00001156489,0.001954549],"genre_scores_gemma":[0.9985914,0.00005260083,0.0003496862,0.00007464224,0.0000129492,0.0001551458,0.00007876848,0.000003197735,0.0006815868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004057026,"threshold_uncertainty_score":0.02145582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914159893454371,"score_gpt":0.3861745474709157,"score_spread":0.357032948536372,"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."}}