{"id":"W4386769399","doi":"10.54751/revistafoco.v16n9-066","title":"GESTÃO DE SALA DE AULA: UMA ABORDAGEM DA LIDERANÇA SITUACIONAL PARA GARANTIR A APRENDIZAGEM INDIVIDUAL","year":2023,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ford Motor Company (Canada)","funders":"","keywords":"Humanities; Philosophy; Psychology","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005158695,0.0006667142,0.001085322,0.0008171084,0.001119622,0.002111214,0.001741909,0.0002649839,0.0009324341],"category_scores_gemma":[0.001549753,0.0005838639,0.000506304,0.00346817,0.0003199338,0.0005533292,0.001675596,0.0004920306,0.003655822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438155,"about_ca_system_score_gemma":0.0003548588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001047581,"about_ca_topic_score_gemma":0.00002960269,"domain_scores_codex":[0.993173,0.0005534666,0.001243018,0.001337316,0.002157428,0.001535745],"domain_scores_gemma":[0.9964253,0.001187522,0.0005409658,0.001195136,0.0003018995,0.0003491372],"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":[0.0002333803,0.0006665508,0.05096951,0.001075625,0.0010938,0.001886669,0.009563229,0.0007252287,0.0001915586,0.04833611,0.577457,0.3078013],"study_design_scores_gemma":[0.001938456,0.0001380118,0.3769864,0.0006734089,0.0004895505,0.00004367776,0.002948903,0.008335197,0.00002158098,0.00335973,0.6040399,0.00102521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8073706,0.02931742,0.09013123,0.05005503,0.004567902,0.005212581,0.001459007,0.00209844,0.009787808],"genre_scores_gemma":[0.9674492,0.003967974,0.0009480901,0.001325655,0.0004397251,0.0001522926,0.00009097891,0.0000939009,0.02553214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3260168,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1705242620629239,"score_gpt":0.4020776028211465,"score_spread":0.2315533407582226,"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."}}