{"id":"W2115875582","doi":"10.1080/08832323.2010.550339","title":"On the Relationship Between Students’ Perceptions of Teaching Quality, Methods of Assessment, and Satisfaction","year":2011,"lang":"en","type":"article","venue":"Journal of Education for Business","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ontario Tech University","funders":"","keywords":"Enthusiasm; Feeling; Perception; Psychology; Categorization; Quality (philosophy); Relevance (law); Mathematics education; Medical education; Applied psychology; Social psychology; Computer science; Medicine","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":[0.01394262,0.00005472287,0.0001586871,0.0001925236,0.0004296885,0.00004010534,0.0001938729,0.00005313333,0.00009582242],"category_scores_gemma":[0.01215907,0.0000415218,0.00005864625,0.0001888655,0.0001199148,0.0005931782,0.00001710543,0.000220827,4.928741e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009587561,"about_ca_system_score_gemma":0.0005522556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119314,"about_ca_topic_score_gemma":0.00008433594,"domain_scores_codex":[0.9970944,0.001780691,0.0005365647,0.00006795677,0.0004561453,0.00006424331],"domain_scores_gemma":[0.9913224,0.006082073,0.001595532,0.000112188,0.0008488199,0.000038961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001348418,0.0001432418,0.8096355,0.00002224365,0.00002707313,4.295901e-9,0.01286275,0.000004510599,0.0001131665,0.1688184,0.0002158992,0.008143686],"study_design_scores_gemma":[0.0001318428,0.00005246208,0.9387731,0.00007842027,0.00009992485,6.494463e-7,0.01786551,0.00000146622,0.00001484362,0.04269002,0.0002530535,0.00003869892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656165,0.00002258871,0.02666451,0.00423257,0.0005130573,0.0002091593,0.000003011791,0.000003952342,0.002734704],"genre_scores_gemma":[0.9526416,0.00001364501,0.0469902,0.00003532245,0.0001587966,0.00000637082,0.000001597945,0.000005633489,0.0001468268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1291376,"threshold_uncertainty_score":0.9961619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.529615164569952,"score_gpt":0.642260908814015,"score_spread":0.112645744244063,"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."}}