{"id":"W4318601199","doi":"10.36901/em.v1i1.71","title":"El liderazgo sí importa: aportes para una mejor comprensión de la dirección escolar","year":2019,"lang":"es","type":"article","venue":"Educationis Momentum","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; 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":["insufficient_payload"],"category_scores_codex":[0.001890779,0.0003498205,0.0004018704,0.0001938702,0.0009018616,0.000912929,0.0005090191,0.0002818003,0.003515116],"category_scores_gemma":[0.0002975771,0.00039128,0.0001905054,0.0006580782,0.0004271223,0.0004630374,0.00006406891,0.0004951365,0.001172665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004615064,"about_ca_system_score_gemma":0.002631379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00236835,"about_ca_topic_score_gemma":0.00006215992,"domain_scores_codex":[0.9966186,0.0007400609,0.0006049259,0.0006359893,0.0006255329,0.000774885],"domain_scores_gemma":[0.9976248,0.0006729271,0.0004569049,0.0005917403,0.000200105,0.0004534881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001853772,0.004226205,0.6020538,0.0001976125,0.0003333478,0.000004458446,0.1858792,0.00002286313,0.001020211,0.142354,0.05704018,0.006849603],"study_design_scores_gemma":[0.0008753908,0.0001226756,0.2927918,0.0002727911,0.000123038,0.000007860461,0.07901084,0.0001030054,0.0005038203,0.007456922,0.6180261,0.0007057372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8803614,0.0009322508,0.00003161321,0.02652829,0.003846021,0.000687418,0.00001758726,0.0001584732,0.08743691],"genre_scores_gemma":[0.9727298,0.0005206834,0.0007111289,0.0008063152,0.001311876,0.0001300284,0.0001021428,0.00005496415,0.02363304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5609859,"threshold_uncertainty_score":0.9998539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237738188316131,"score_gpt":0.3821562981347698,"score_spread":0.3597789162516085,"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."}}