{"id":"W8247919","doi":"","title":"INSTITUIÇÕES DE ENSINO SUPERIOR: ESTUDO COMPARATIVO DE RECEITAS E DESPESAS UNIVERSIDADES PÚBLICAS BRASILEIRAS, CANADENSES E AMERICANAS","year":2005,"lang":"en","type":"article","venue":"","topic":"Education and Public Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004587709,0.0001576145,0.0002068821,0.0002008585,0.0007719263,0.0002227512,0.0003944961,0.0001057231,0.003367383],"category_scores_gemma":[0.0004284947,0.0001610791,0.00006751123,0.0007181749,0.0006516703,0.0004446429,0.00003492745,0.0001681848,0.0001959274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008509629,"about_ca_system_score_gemma":0.003497058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2204134,"about_ca_topic_score_gemma":0.4535908,"domain_scores_codex":[0.998222,0.0003619172,0.0001970344,0.0002438827,0.0002897075,0.0006854885],"domain_scores_gemma":[0.9987116,0.0002823502,0.00007326241,0.0002122818,0.0001301045,0.0005903464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001975286,0.0002572655,0.162726,0.000007359014,0.00008153185,0.00001220271,0.1149604,0.00006926583,0.0005769961,0.370899,0.3251894,0.02520085],"study_design_scores_gemma":[0.000168954,0.00002444386,0.04657621,0.000007371638,0.00001546884,0.00001135636,0.03983244,0.00003613325,0.0004475255,0.0001380813,0.9125208,0.000221186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.656748,0.00009737412,0.00006710059,0.02913377,0.000100125,0.000121982,0.000007850968,0.0001530962,0.3135707],"genre_scores_gemma":[0.9701009,0.0001681546,0.004559406,0.006140967,0.0006419321,0.000006737948,0.000006635707,0.00001238625,0.01836285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5873314,"threshold_uncertainty_score":0.9975437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04412549343101984,"score_gpt":0.3694238019381378,"score_spread":0.325298308507118,"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."}}