{"id":"W2809751980","doi":"10.22329/celt.v11i0.4964","title":"Shoes for the Shoemaker’s Children: Providing an Accreditation Process for Programs Offered by Educational Developers","year":2018,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Dalhousie University; University of Victoria; Red Deer Polytechnic; York University","funders":"","keywords":"Accreditation; Caucus; Medical education; Process (computing); Quality (philosophy); Pedagogy; Psychology; Engineering; Political science; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1186729,0.0004950485,0.0003841139,0.004551591,0.01806569,0.008414963,0.003130405,0.002561912,0.001929861],"category_scores_gemma":[0.1286483,0.0008334816,0.0004499809,0.002427204,0.006737235,0.006120492,0.01125058,0.00440837,0.0005609412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02672136,"about_ca_system_score_gemma":0.1740239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.174223,"about_ca_topic_score_gemma":0.3585633,"domain_scores_codex":[0.9177575,0.04650008,0.003245441,0.003146975,0.02071231,0.008637811],"domain_scores_gemma":[0.8478364,0.05369053,0.009666542,0.01381861,0.05157652,0.0234114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002537619,0.005223994,0.07470105,0.000409543,0.00002953592,0.001043737,0.3205373,0.0006680357,0.008235502,0.01758489,0.02604147,0.5452711],"study_design_scores_gemma":[0.0006369835,0.004270917,0.2551818,0.001481573,0.00008591236,0.000790722,0.4025964,0.003702661,0.02014773,0.006151563,0.3044028,0.0005509676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8487067,0.0005577466,0.03239508,0.02332612,0.0004058672,0.009523877,0.0001414937,0.0009247925,0.08401836],"genre_scores_gemma":[0.9104577,0.0003004257,0.06998034,0.002372095,0.00007432957,0.001924599,0.0001275682,0.000136818,0.01462611],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.174223,"threshold_uncertainty_score":0.6276098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09238332537667211,"score_gpt":0.44319203780654,"score_spread":0.3508087124298679,"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."}}