{"id":"W4249160990","doi":"10.17771/pucrio.acad.4147","title":"UNIVERSIDADE E ESCOLA: UMA VIA DE MÃO DUPLA?","year":2003,"lang":"pt","type":"dissertation","venue":"","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001105296,0.0002932798,0.0002785122,0.0001879796,0.001428788,0.0002033744,0.0004593366,0.0008457443,0.04864434],"category_scores_gemma":[0.0004118416,0.0003267275,0.0001583953,0.0006190081,0.0001452892,0.0007950673,0.00001268318,0.0006351896,0.001975522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002695197,"about_ca_system_score_gemma":0.002740481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009555108,"about_ca_topic_score_gemma":0.01981087,"domain_scores_codex":[0.9973453,0.0008813769,0.0003226131,0.0004601338,0.0004553315,0.0005352896],"domain_scores_gemma":[0.9980052,0.0007107572,0.000488552,0.0002457446,0.0002540332,0.0002957344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003936765,0.00131249,0.02161382,0.0004123696,0.0007143468,0.00005486288,0.5794812,0.00004997874,0.0007661965,0.194379,0.1726181,0.0282039],"study_design_scores_gemma":[0.000277617,0.00007445627,0.005111482,0.00006578282,0.0003125362,0.000005121417,0.4985848,0.0000503397,0.0007376382,0.001424455,0.4927387,0.0006170509],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1218949,0.0008044204,0.0006523639,0.006773516,0.004697781,0.0004476912,0.000009724408,0.00009220056,0.8646274],"genre_scores_gemma":[0.2557674,0.001124877,0.0003951094,0.0009015484,0.0002487517,0.00001419132,0.000191646,0.000024534,0.7413319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3201206,"threshold_uncertainty_score":0.9999185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542476900398396,"score_gpt":0.3973258811011708,"score_spread":0.3519011120971869,"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."}}