{"id":"W3205783234","doi":"10.22478/ufpb.1983-9979.2021v16n1.58800","title":"O MODELO DE GESTÃO EDUCACIONAL DAS ESCOLAS CIDADÃS INTEGRAIS DA PARAÍBA: ANÁLISE DE UM CADERNO FORMATIVO À LUZ DO ISD","year":2021,"lang":"pt","type":"article","venue":"PROLÍNGUA","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008049738,0.0004002517,0.0004204973,0.0001978652,0.0006800424,0.0009182167,0.0008569558,0.0005739736,0.001223292],"category_scores_gemma":[0.002000955,0.0004011759,0.000252786,0.001073797,0.0005713431,0.001050376,0.00034531,0.0008002478,0.0003871886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006513,"about_ca_system_score_gemma":0.004109069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005380038,"about_ca_topic_score_gemma":0.0009287234,"domain_scores_codex":[0.9967317,0.0002606008,0.0005630545,0.0006325056,0.0006584618,0.001153702],"domain_scores_gemma":[0.9980789,0.0002676141,0.0002608961,0.0005614873,0.0004005646,0.0004304957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001190997,0.002930692,0.05747653,0.0005401532,0.0003499629,0.0001553372,0.3776385,0.000229334,0.001199792,0.270164,0.1783314,0.1108652],"study_design_scores_gemma":[0.00125482,0.0002148429,0.008621292,0.0006247647,0.0001773477,0.000174127,0.4418283,0.002389107,0.01266839,0.1230967,0.4071514,0.001798904],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8246284,0.007231665,0.001673975,0.05653038,0.00159578,0.0008227196,0.0001362051,0.0006790392,0.1067018],"genre_scores_gemma":[0.9722297,0.0007155623,0.001572402,0.001639814,0.0003952604,0.0001884285,0.00004315294,0.00003956943,0.02317607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2288199,"threshold_uncertainty_score":0.999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06079394742686479,"score_gpt":0.384420165666617,"score_spread":0.3236262182397522,"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."}}