{"id":"W2585371620","doi":"10.5539/ies.v10n2p35","title":"Students Evaluation of Faculty","year":2017,"lang":"en","type":"article","venue":"International Education Studies","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Medical education; Sample (material); 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004666241,0.0002362193,0.0003917522,0.001283549,0.0007690661,0.001768123,0.0003770228,0.0003302818,0.003272916],"category_scores_gemma":[0.02294594,0.0001119884,0.0004630229,0.0007589416,0.0004017613,0.0006584844,0.0009009156,0.0006598337,0.0007236825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106539,"about_ca_system_score_gemma":0.001086114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217357,"about_ca_topic_score_gemma":0.002487152,"domain_scores_codex":[0.9938949,0.001512969,0.0005002661,0.0002766243,0.003297645,0.0005175755],"domain_scores_gemma":[0.9744061,0.004345156,0.006873485,0.0008102211,0.00978105,0.003784101],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002491649,0.0005497399,0.878309,0.0001006863,0.0001013785,0.0001808893,0.008576995,0.0002110014,0.003384095,0.0003418181,0.002483488,0.1055117],"study_design_scores_gemma":[0.00001259665,0.0009708778,0.9708428,0.00007931105,0.0000496402,0.000364071,0.01422259,0.0005070456,0.00378413,0.0002386352,0.00887334,0.00005497232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902443,0.0001955112,0.0004938902,0.0002290106,0.00003614852,0.00003316466,0.00007387192,0.00002224409,0.008671839],"genre_scores_gemma":[0.9980159,0.0001091894,0.0002244199,0.0000457254,0.00001509658,0.00001174443,0.00007033351,0.00000422962,0.001503481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9953337,"threshold_uncertainty_score":0.02467775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6339014097509729,"score_gpt":0.703592797070242,"score_spread":0.06969138731926916,"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."}}