{"id":"W271308353","doi":"10.55016/ojs/jet.v5i3.43625","title":"Models for University Government","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Psychology; Higher education; Mathematics education; Pedagogy; Public administration; Sociology; Political science; Law; Philosophy; Linguistics","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":[0.003434368,0.0005276584,0.0004642582,0.001241333,0.003598065,0.009024488,0.001824221,0.004387932,0.01980603],"category_scores_gemma":[0.004826003,0.0002716022,0.001151294,0.001831821,0.009627781,0.007609178,0.00316333,0.003270095,0.002819316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01122676,"about_ca_system_score_gemma":0.006291538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009390124,"about_ca_topic_score_gemma":0.009816503,"domain_scores_codex":[0.9968439,0.001800381,0.0000783285,0.0003384277,0.0004900357,0.0004488645],"domain_scores_gemma":[0.9974604,0.001110565,0.0001621706,0.0005101614,0.000370264,0.0003864642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001040022,0.0000019469,0.00001286465,0.000002351811,6.127314e-7,0.000003760299,0.00004075701,0.0005248049,0.000002355405,0.9985598,0.000530217,0.000319547],"study_design_scores_gemma":[0.000006928227,0.000003861998,0.00002706141,0.00001556923,0.000001196197,0.000009571034,0.0001171306,0.002049771,0.000009048598,0.9789343,0.01882273,0.00000276714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009899985,0.002217062,0.08469737,0.04068913,0.0003942088,0.0001144917,0.0002110535,0.0002027521,0.8615739],"genre_scores_gemma":[0.8744776,0.002567406,0.02350443,0.003142087,0.0003324526,0.0006100265,0.0001940759,0.00009341454,0.0950786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01980603,"threshold_uncertainty_score":0.08145624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054174244206588,"score_gpt":0.3321106375106375,"score_spread":0.3015688950685717,"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."}}