{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003223295,0.0005636063,0.0004059502,0.001450056,0.01212699,0.01859648,0.001101522,0.003217164,0.01412322],"category_scores_gemma":[0.003823396,0.0002314541,0.0005126342,0.002445013,0.02129272,0.006846413,0.008410587,0.004754543,0.002120304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006039748,"about_ca_system_score_gemma":0.005455817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017888,"about_ca_topic_score_gemma":0.02563535,"domain_scores_codex":[0.9952025,0.002914727,0.00009954321,0.0004715342,0.0007121906,0.0005995045],"domain_scores_gemma":[0.9976894,0.00100445,0.0001945023,0.0003761485,0.0003357238,0.0003998532],"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":[0.0000137395,0.0000118018,0.0009276307,0.0000816211,0.000005624557,0.0002181987,0.02869701,0.0001541002,0.0001440718,0.9398065,0.01276786,0.01717184],"study_design_scores_gemma":[0.000004909067,0.00002160738,0.001938162,0.0002675178,0.000008143041,0.0002351135,0.02205064,0.0002129909,0.0001743561,0.1276393,0.8474287,0.00001853548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.040566,0.01711819,0.009931396,0.07404048,0.001764753,0.00004392055,0.0001210846,0.0001157662,0.8562984],"genre_scores_gemma":[0.8456482,0.01062511,0.003543456,0.006914589,0.0009640935,0.00007474121,0.0000972357,0.0001386649,0.1319939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01859648,"threshold_uncertainty_score":0.04724693,"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."}}