{"id":"W4401426324","doi":"10.69807/2966-0785.2024.29","title":"GESTÃO ESCOLAR: A IMPORTÂNCIA DE UMA GESTÃO ESTRATÉGICA E DEMOCRATICA","year":2024,"lang":"pt","type":"article","venue":"Revista Acadêmica da Lusofonia.","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004906136,0.0007563663,0.000844356,0.0003321475,0.001745939,0.003690356,0.001431985,0.001109075,0.008918812],"category_scores_gemma":[0.002061388,0.0007636593,0.0005154261,0.001911433,0.0009524058,0.001749689,0.000239954,0.002350608,0.004437724],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007625266,"about_ca_system_score_gemma":0.00654271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005945864,"about_ca_topic_score_gemma":0.0003375368,"domain_scores_codex":[0.9925625,0.001858368,0.001351833,0.001424332,0.001119042,0.001683965],"domain_scores_gemma":[0.994818,0.002433002,0.0005483062,0.0009553209,0.000234191,0.001011232],"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":[0.0001842527,0.000885202,0.01269094,0.002489608,0.0009180387,0.0007674696,0.064629,0.00001301965,0.001726692,0.4320503,0.431047,0.05259845],"study_design_scores_gemma":[0.0002741743,0.0001755728,0.003792974,0.001019161,0.0007782392,0.0001594632,0.006412705,0.0006667924,0.00007428954,0.003643367,0.9820433,0.0009600215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3910716,0.1274676,0.001549353,0.3304226,0.007894563,0.003898136,0.0005798816,0.002138909,0.1349773],"genre_scores_gemma":[0.9159886,0.01394432,0.001088134,0.002539634,0.003407499,0.0001442644,0.00008687703,0.0001541789,0.06264645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5509962,"threshold_uncertainty_score":0.999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0639147757363581,"score_gpt":0.4154801900811884,"score_spread":0.3515654143448302,"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."}}