{"id":"W7133864828","doi":"10.15173/mi.v1i1.5372","title":"Change and continuity in a teaching and learning centre over 50 years: The MacPherson Institute from 1972-2022 at McMaster University","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Medical Association; Suncor Energy Incorporated; Queen's University; McMaster University; Parks Canada; Shell Canada; University of Calgary","keywords":"Excellence; Reputation; Curriculum; Politics; Neglect; Colonialism; Service (business); Social change","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00454485,0.0003573866,0.0003876492,0.001974393,0.01240839,0.01416955,0.002359456,0.002681505,0.007572358],"category_scores_gemma":[0.005436451,0.0004506697,0.0002322573,0.006226575,0.01282029,0.006171697,0.007965758,0.004811085,0.001142323],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08345689,"about_ca_system_score_gemma":0.03837974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3129248,"about_ca_topic_score_gemma":0.6117198,"domain_scores_codex":[0.9950705,0.001231517,0.000108546,0.0003833348,0.001904563,0.001301612],"domain_scores_gemma":[0.9970856,0.0006528154,0.0002512268,0.0001964176,0.0004851657,0.001328644],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001238045,0.00009038486,0.004120339,0.0004786656,0.00001377945,0.001259457,0.4966001,0.0002208144,0.0006872168,0.1088026,0.2304628,0.15714],"study_design_scores_gemma":[0.000005523374,0.0000252135,0.0131182,0.0003143872,0.000005227859,0.0002172616,0.06407397,0.00002725049,0.0003121912,0.0009804949,0.9208953,0.00002497257],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2545038,0.07891724,0.0007018939,0.1212676,0.002740905,0.0001805295,0.0008084325,0.0002513553,0.5406281],"genre_scores_gemma":[0.7355118,0.01762068,0.0008957803,0.009060383,0.0005233912,0.0001427597,0.0004018655,0.0002047041,0.2356386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9954551,"threshold_uncertainty_score":0.6222067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09454187706122594,"score_gpt":0.3227683255325956,"score_spread":0.2282264484713697,"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."}}