{"id":"W6999981186","doi":"","title":"Effective Teaching & Teaching Evaluation Practices: Canadian University Geography Departments","year":2008,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Five themes of geography; Human geography; Teaching method; Discipline; Conceptual framework; Higher education","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":[0.05043072,0.0004314522,0.0006339563,0.005016547,0.01531154,0.01369856,0.003615252,0.001353609,0.002489082],"category_scores_gemma":[0.1038248,0.0006267429,0.0004969751,0.008754268,0.007089316,0.002943241,0.005629152,0.002445383,0.000354102],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1194056,"about_ca_system_score_gemma":0.1964153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8299746,"about_ca_topic_score_gemma":0.8920519,"domain_scores_codex":[0.9266825,0.03004595,0.004548079,0.003593632,0.02691812,0.008211665],"domain_scores_gemma":[0.8161759,0.04301293,0.01475378,0.007222681,0.09706496,0.02176965],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002121641,0.0002714526,0.1155759,0.001356335,0.00008856708,0.0006206252,0.2918521,0.001493806,0.002312647,0.01573102,0.02596476,0.5445206],"study_design_scores_gemma":[0.00006072788,0.0003531934,0.3327723,0.002444888,0.0001150889,0.00056522,0.3815503,0.003150987,0.004160889,0.003972295,0.270371,0.0004831837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8525614,0.01037105,0.01132412,0.02889708,0.0005104695,0.0009457547,0.0003976109,0.0006002042,0.09439223],"genre_scores_gemma":[0.9857307,0.002080731,0.005650669,0.0008064444,0.00003026566,0.0001063726,0.0001067011,0.000080927,0.005407102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9495693,"threshold_uncertainty_score":0.866352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07883597295154603,"score_gpt":0.3542952788405393,"score_spread":0.2754593058889933,"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."}}