{"id":"W2377149046","doi":"","title":"Case Study of School-based Management of Community University in Alberta, Canada","year":2003,"lang":"en","type":"article","venue":"Vocational and Technical Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Connotation; Vocational education; China; Community college; Political science; Engineering management; Mode (computer interface); Carry (investment); Public administration; Sociology; Public relations; Engineering; Pedagogy; Business; Medical education; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003067457,0.0000346119,0.00006004992,0.00004782317,0.0001404767,0.000003173855,0.00007056686,0.00002205971,0.00004647904],"category_scores_gemma":[0.00007600744,0.00003812614,0.000007080371,0.0003317127,0.00005189961,0.0000479066,0.000009226124,0.00006373285,3.961118e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257668,"about_ca_system_score_gemma":0.002626444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9199631,"about_ca_topic_score_gemma":0.9157039,"domain_scores_codex":[0.999412,0.0001677552,0.0001344369,0.00005944434,0.0001710731,0.00005530191],"domain_scores_gemma":[0.9995497,0.000129357,0.00007466845,0.0000944242,0.0001027438,0.00004909977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002508826,0.007320183,0.5695478,0.0001048418,0.00003314236,0.00001138993,0.01453611,0.00006566304,0.00001278515,0.393344,0.003249497,0.01174943],"study_design_scores_gemma":[0.0002769175,0.00002540242,0.9111527,0.00002701261,0.000009797999,0.000003959665,0.07623082,5.533001e-7,0.00001880447,0.0007118615,0.0114824,0.00005983608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865615,0.00001512083,0.00001918744,0.0007082507,0.00006550923,0.0001927946,0.000001225539,0.000002746487,0.01243365],"genre_scores_gemma":[0.9986532,0.00001205116,0.0006327151,0.00006262789,0.00000419871,0.00000867227,0.000004005162,0.000001303147,0.0006212465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3926322,"threshold_uncertainty_score":0.4659199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340779954775316,"score_gpt":0.305043875236501,"score_spread":0.2816360756887478,"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."}}