{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002619065,0.0003703423,0.0004384838,0.000901135,0.005533892,0.008589545,0.001605532,0.001803101,0.01451424],"category_scores_gemma":[0.003522245,0.0003281664,0.000614443,0.001081986,0.005258622,0.00485412,0.006657222,0.00190683,0.002968701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005809339,"about_ca_system_score_gemma":0.006976664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031659,"about_ca_topic_score_gemma":0.01643324,"domain_scores_codex":[0.9974369,0.0009980676,0.00008357541,0.0004840886,0.000611898,0.0003854782],"domain_scores_gemma":[0.9972633,0.0004509538,0.000372021,0.0003853482,0.0008010961,0.0007272004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003258418,0.0004636591,0.04003561,0.001034841,0.00009845461,0.002490458,0.2711989,0.001762146,0.03136515,0.3626707,0.0258288,0.2627255],"study_design_scores_gemma":[0.00002233306,0.0004446682,0.02847685,0.0005322444,0.00006925901,0.001054074,0.1326501,0.001891642,0.007115135,0.06929294,0.7583206,0.0001302053],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4576661,0.00379762,0.06920847,0.03822012,0.0008495188,0.0002625963,0.0003238481,0.0009286326,0.4287431],"genre_scores_gemma":[0.874571,0.00134321,0.01918931,0.001535311,0.0001203669,0.0001113962,0.000133537,0.0001778898,0.1028178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01451424,"threshold_uncertainty_score":0.04855496,"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."}}