{"id":"W2353559629","doi":"","title":"An Investigation into Canadian Education by a Basic Administrator","year":2009,"lang":"en","type":"article","venue":"","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Credibility; Perspective (graphical); Curriculum; Institution; Educational administration; Political science; Management; Public administration; Public relations; Pedagogy; Higher education; Psychology; Computer science; Economics","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":[0.004940906,0.0002803018,0.0003973866,0.003225793,0.04968487,0.005343297,0.002102356,0.002130666,0.008611248],"category_scores_gemma":[0.01594817,0.0007093709,0.000324498,0.004428147,0.007721028,0.001936581,0.004285157,0.005387771,0.0004984416],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07868016,"about_ca_system_score_gemma":0.160406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9632669,"about_ca_topic_score_gemma":0.9869015,"domain_scores_codex":[0.9910126,0.001547706,0.0002543006,0.000502054,0.002462686,0.004220472],"domain_scores_gemma":[0.9766833,0.003558574,0.001806587,0.0004786978,0.008667693,0.008804991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001397007,0.000389073,0.1914151,0.0001818459,0.00001838682,0.004743931,0.7111587,0.0001622687,0.002444366,0.02406832,0.02812039,0.03715787],"study_design_scores_gemma":[0.000008820528,0.0001352309,0.1061834,0.0001283767,0.00001247846,0.0005591363,0.7307892,0.0001937533,0.0004737909,0.0004276322,0.1610034,0.00008474594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9236104,0.0004464637,0.0004053891,0.02394191,0.0002014785,0.0001640756,0.0002377065,0.00004531544,0.05094732],"genre_scores_gemma":[0.9627882,0.0008379646,0.0004661681,0.007233614,0.00006225096,0.00004529787,0.00007908614,0.00003382735,0.02845351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9213198,"threshold_uncertainty_score":0.5708672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356264234564013,"score_gpt":0.3818250518206242,"score_spread":0.3582624094749841,"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."}}