{"id":"W4236339800","doi":"10.4018/978-1-5225-6912-1.ch007","title":"Who's Represented in Canadian Teaching and Learning Centres?","year":2018,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Diversity (politics); Function (biology); Pedagogy; Scale (ratio); Perception; Intervention (counseling); Psychology; Public relations; Political science; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003477385,0.0003995242,0.0005508224,0.002393794,0.04478497,0.01957039,0.002712789,0.002231586,0.009138521],"category_scores_gemma":[0.005133101,0.0003497599,0.000423202,0.006685802,0.01406437,0.00649746,0.007706372,0.003635726,0.0009540856],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08682948,"about_ca_system_score_gemma":0.1080261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9617947,"about_ca_topic_score_gemma":0.9843445,"domain_scores_codex":[0.9931924,0.001107466,0.00008229896,0.000404642,0.001667409,0.003545874],"domain_scores_gemma":[0.9942932,0.0005071714,0.0002809489,0.0001161644,0.0009482485,0.003854357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006062033,0.00005441517,0.01393103,0.0002619994,0.00002259077,0.001326769,0.7345493,0.0001001003,0.0005911755,0.05792634,0.08097395,0.1102016],"study_design_scores_gemma":[0.000004353431,0.00001702385,0.01190432,0.0003754007,0.00001466415,0.0004551397,0.7004233,0.00007031538,0.0001112423,0.002171708,0.2843964,0.00005607892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4304848,0.02194271,0.001072081,0.1377494,0.002846061,0.00009684133,0.0004933703,0.0001673557,0.4051473],"genre_scores_gemma":[0.948086,0.00831545,0.0005864906,0.005283461,0.0001343188,0.00002424168,0.000125792,0.00006039512,0.03738396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9131705,"threshold_uncertainty_score":0.6299949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987662375653286,"score_gpt":0.3209317439291376,"score_spread":0.2910551201726047,"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."}}