{"id":"W2460177485","doi":"10.5539/ass.v12n8p11","title":"Student Participation in the Governing Bodies of Spanish Universities","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expediting; Democracy; Statute; Quality (philosophy); Political science; Sample (material); Class (philosophy); Space (punctuation); Mathematics education; Sociology; Public administration; Psychology; Law; Politics; Management; Economics; Computer science; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002729083,0.00002992574,0.00004708103,0.00004487139,0.0007813823,0.00004769644,0.0003048821,0.00002081223,0.00006020929],"category_scores_gemma":[0.0001952951,0.00001974682,0.00001748405,0.0003518506,0.0007976906,0.0003748277,0.00001864728,0.00003485015,0.00001653484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000279966,"about_ca_system_score_gemma":0.000417691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009158827,"about_ca_topic_score_gemma":0.0009371155,"domain_scores_codex":[0.9986994,0.0002828017,0.00009359472,0.00009500012,0.000661417,0.0001678433],"domain_scores_gemma":[0.9996607,0.0001060544,0.00007861157,0.00005533616,0.00007581321,0.00002348093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000001968829,0.00004768559,0.03322816,0.000001213183,0.000001424772,1.79308e-7,0.7391242,3.671564e-7,0.0005872023,0.1808432,0.0002984542,0.04586587],"study_design_scores_gemma":[0.00006342753,0.00001049164,0.7465501,0.000008729046,0.000003353524,2.241963e-8,0.2470683,3.992123e-7,0.00008232066,0.001203813,0.004976075,0.00003296908],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7088677,0.000006578251,0.00009531839,0.008092177,0.000151491,0.00006749946,0.000001232886,0.00001174126,0.2827063],"genre_scores_gemma":[0.9990267,0.000005754187,0.00002702826,0.00005429594,0.0001051134,0.000004133436,2.115765e-7,0.00000110228,0.0007757261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7133219,"threshold_uncertainty_score":0.600984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04244297348894807,"score_gpt":0.4170323414040716,"score_spread":0.3745893679151235,"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."}}