{"id":"W1940287169","doi":"10.18222/eae235220121939","title":"Avaliação institucional: primeiras aproximações. Teoria e crítica","year":2012,"lang":"pt","type":"article","venue":"Estudos em Avaliação Educacional","topic":"Education and Public Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Psychology; Humanities; Philosophy; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003746974,0.0009747672,0.000886912,0.0006157863,0.002067928,0.0005148726,0.001530415,0.0008233699,0.02123456],"category_scores_gemma":[0.001927011,0.001005921,0.0006156695,0.001907873,0.0008579343,0.001682677,0.0004131029,0.001293213,0.01338243],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009858391,"about_ca_system_score_gemma":0.005825398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009523024,"about_ca_topic_score_gemma":0.0004183294,"domain_scores_codex":[0.9909398,0.00120161,0.001288772,0.001106943,0.002613919,0.002848982],"domain_scores_gemma":[0.9944013,0.0006027117,0.0006408056,0.001040159,0.0006285619,0.002686432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005022562,0.003972638,0.03307559,0.00009509215,0.0002930915,0.000003793676,0.1178244,0.000002559711,0.0001089728,0.2102588,0.6300457,0.004269183],"study_design_scores_gemma":[0.000815089,0.00009311458,0.1461226,0.0001249465,0.000204617,0.00003900975,0.02736851,0.00002124794,0.00007872782,0.001322464,0.8226228,0.001186806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4848502,0.009079993,0.0001583721,0.1108782,0.14042,0.003448379,0.0005217966,0.001062544,0.2495805],"genre_scores_gemma":[0.7741061,0.0002914446,0.0005288859,0.004558983,0.01604148,0.0002115851,0.0001795441,0.0001171373,0.2039648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2892559,"threshold_uncertainty_score":0.9998106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06873652803346401,"score_gpt":0.3673205272422394,"score_spread":0.2985839992087754,"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."}}