{"id":"W2029621922","doi":"10.1080/02602930802563094","title":"Web‐based student feedback: comparing teaching‐award and research‐award recipients","year":2009,"lang":"en","type":"article","venue":"Assessment & Evaluation in Higher Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Helpfulness; CLARITY; Psychology; Credibility; Competence (human resources); Medical education; Personality; Mathematics education; Pedagogy; Social psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03078133,0.0001792767,0.0002268889,0.0006473067,0.001119598,0.0005615043,0.0004027112,0.0001403328,0.0006716619],"category_scores_gemma":[0.001220871,0.000198239,0.00004343622,0.0006200997,0.0001419031,0.001225211,0.00005428103,0.0007700881,0.0000606707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002474369,"about_ca_system_score_gemma":0.002707311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001480024,"about_ca_topic_score_gemma":0.0005430199,"domain_scores_codex":[0.9878934,0.006970679,0.0005792266,0.0005880953,0.003508679,0.0004599353],"domain_scores_gemma":[0.9973285,0.0009244484,0.0003584809,0.0003850694,0.0008239856,0.0001795634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004236468,0.002414393,0.785777,0.00001830387,0.00002842034,5.190512e-7,0.01536012,0.001100212,0.0004772063,0.1243767,0.01170183,0.0587029],"study_design_scores_gemma":[0.001019056,0.000116561,0.9214819,0.0001358639,0.00005012525,2.142085e-7,0.003880566,0.003702705,0.000006087618,0.007152044,0.06225311,0.0002017482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8246219,0.0002151566,0.00006479763,0.08230612,0.00228368,0.001354231,8.516938e-7,0.00009935629,0.0890539],"genre_scores_gemma":[0.9909831,0.00005001946,0.004437692,0.0006762054,0.0004950684,0.0002834503,0.00005784664,0.00001598069,0.00300068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1663611,"threshold_uncertainty_score":0.9980146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3379119990917349,"score_gpt":0.600605115458447,"score_spread":0.2626931163667121,"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."}}