{"id":"W2907736165","doi":"10.14244/198271993073","title":"Directivos y comunidades de aprendizaje docente: un campo en construcción (Directors and teacher learning communities: a field under construction)","year":2019,"lang":"pt","type":"article","venue":"Revista Eletrônica de Educação","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teamwork; Sociology; Learning community; Professional development; Humanities; Pedagogy; Political science; 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":[0.003376108,0.0004157611,0.0006122659,0.0001993499,0.00119395,0.0008086152,0.0005136797,0.0004623717,0.005087113],"category_scores_gemma":[0.001085956,0.0004552667,0.0001838938,0.0006035248,0.0004914328,0.0003360448,0.0001373458,0.001712476,0.000187288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009006736,"about_ca_system_score_gemma":0.001395943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007278527,"about_ca_topic_score_gemma":0.0002427958,"domain_scores_codex":[0.9931321,0.004434205,0.0006127033,0.0004858556,0.0005143522,0.0008208048],"domain_scores_gemma":[0.9956771,0.002732101,0.0004420767,0.0005562651,0.000175236,0.0004172741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005281384,0.0003500905,0.7604502,0.0003040597,0.0003138265,0.00000151816,0.1758486,0.00008284347,0.0001790192,0.02173004,0.004843656,0.03584326],"study_design_scores_gemma":[0.001774451,0.0004710973,0.0898799,0.0017974,0.0006434367,0.0001764541,0.6570787,0.001415091,0.0002288968,0.002088895,0.2426691,0.001776505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823055,0.003259601,0.000987008,0.004027296,0.001180518,0.0005584271,0.00001069817,0.0002006985,0.007470207],"genre_scores_gemma":[0.9842223,0.00142916,0.0007500399,0.0005197639,0.0004922267,0.00003734862,0.00003877926,0.00005761689,0.01245276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6705703,"threshold_uncertainty_score":0.9997899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178294202596139,"score_gpt":0.3319333133230988,"score_spread":0.3141038930634849,"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."}}