{"id":"W3162164515","doi":"10.1080/02602938.2021.1921105","title":"Fitted: the impact of academics’ attire on students’ evaluations and intentions","year":2021,"lang":"en","type":"article","venue":"Assessment & Evaluation in Higher Education","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Higher education; Pedagogy; Mathematics education; Medical education; Medicine; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00752935,0.0003221698,0.0004386837,0.0004007127,0.0007314825,0.002142102,0.0006032461,0.00066962,0.0146315],"category_scores_gemma":[0.03736225,0.0001742126,0.0007882437,0.0003056046,0.001121339,0.001114557,0.00161284,0.001832011,0.001443043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007159704,"about_ca_system_score_gemma":0.001221085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001926183,"about_ca_topic_score_gemma":0.003738211,"domain_scores_codex":[0.9959708,0.002043633,0.0002666347,0.0004927336,0.0008745108,0.0003516424],"domain_scores_gemma":[0.9447308,0.03048109,0.009718904,0.004922244,0.003477335,0.006669489],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00388709,0.007003385,0.8639232,0.0003770728,0.0004285047,0.000117987,0.009733646,0.0005906422,0.007107535,0.001342708,0.001993054,0.1034952],"study_design_scores_gemma":[0.00003916413,0.001767006,0.9920219,0.00005924666,0.00008917486,0.00002299863,0.002660228,0.0006375182,0.001515465,0.0004117505,0.0007544237,0.00002111943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968618,0.00004229552,0.0002869244,0.0001638439,0.00002633136,0.00002397216,0.00005669139,0.0000125649,0.002525519],"genre_scores_gemma":[0.997888,0.00001851494,0.0002465193,0.00005558745,0.000009319748,0.00003464384,0.00005171827,0.000005223524,0.001690481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9924706,"threshold_uncertainty_score":0.04894727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2935359884430912,"score_gpt":0.625609991914194,"score_spread":0.3320740034711028,"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."}}