{"id":"W7132940653","doi":"","title":"Procedural diversity in Ontario's non-degree sector: a study describing educational processes in a private career college and a college of applied arts and technology","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Accountability; Diversity (politics); Control (management); Corporate governance; Best practice; Higher education; Conceptual model","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":[],"consensus_categories":[],"category_scores_codex":[0.002025524,0.0001548822,0.0003222804,0.001002231,0.01108793,0.003987262,0.001206471,0.0007015066,0.002386225],"category_scores_gemma":[0.005288282,0.0003092855,0.0002439868,0.002821842,0.005532593,0.001369682,0.003540074,0.001368444,0.0001990223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05061586,"about_ca_system_score_gemma":0.06320257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.850744,"about_ca_topic_score_gemma":0.9567387,"domain_scores_codex":[0.9972348,0.0005235338,0.0001098252,0.0002243478,0.0008982968,0.001009334],"domain_scores_gemma":[0.9940857,0.001539455,0.001232527,0.0002443402,0.001005103,0.001892812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005552969,0.0002368558,0.1057691,0.00009431793,0.000006227353,0.0005678209,0.8665889,0.00008883592,0.001105032,0.002529987,0.001490029,0.02146731],"study_design_scores_gemma":[0.000005544929,0.0000758815,0.3071919,0.0000426244,0.000003366635,0.00009505326,0.6749479,0.0001201,0.000180871,0.0001978693,0.01711621,0.0000226386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946687,0.00006514715,0.00007725909,0.0004386185,0.000004829334,0.00003377937,0.00005315746,0.000002809786,0.004655642],"genre_scores_gemma":[0.9952831,0.0001801518,0.0001302984,0.0001575054,0.000003363208,0.00002410773,0.00005138221,0.000005036991,0.004165102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.149256,"threshold_uncertainty_score":0.3672455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09381280561098272,"score_gpt":0.3825737199803975,"score_spread":0.2887609143694148,"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."}}