{"id":"W109396926","doi":"","title":"PREDICTORS OF TEACHING EFFECTIVENESS AMONG PROFESSORS AND INSTRUCTORS AT A CANADIAN UNIVERSITY","year":2011,"lang":"en","type":"article","venue":"EDULEARN proceedings","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical education; Mathematics education; Higher education; Psychology; Pedagogy; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001943253,0.0002818233,0.0004114819,0.002213906,0.004648901,0.002856856,0.001868288,0.00120303,0.004163384],"category_scores_gemma":[0.01011055,0.0003794366,0.0004915899,0.002673109,0.001059236,0.0006345465,0.001019751,0.001731799,0.000534646],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01971778,"about_ca_system_score_gemma":0.03711355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9293885,"about_ca_topic_score_gemma":0.9763764,"domain_scores_codex":[0.9972957,0.0002434646,0.0001435187,0.0002441067,0.001050622,0.001022692],"domain_scores_gemma":[0.9814321,0.001804117,0.002179061,0.0002722799,0.006003792,0.00830876],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004212573,0.0002173481,0.9935807,0.000007452863,0.0000189688,0.00004153798,0.001352492,0.00006794123,0.0001144665,0.00005553606,0.0009435653,0.003557904],"study_design_scores_gemma":[0.00000646504,0.00004612069,0.9948902,0.00001713476,0.0000167061,0.00002680091,0.003906686,0.0002964954,0.00008290465,0.00002886002,0.0006696035,0.00001201092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974027,0.0001272487,0.00004297784,0.0004282799,0.00001290969,0.0000247637,0.000316502,0.000007414183,0.00163708],"genre_scores_gemma":[0.9979518,0.0001340679,0.0001108181,0.0001035343,0.0000121807,0.00001460635,0.0002349477,0.000006113386,0.001432133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9980568,"threshold_uncertainty_score":0.1430631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538022539996547,"score_gpt":0.2445835416340508,"score_spread":0.2292033162340853,"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."}}