{"id":"W3189851072","doi":"","title":"LA SUPERVISIÓN EDUCATIVA BASADA EN LA INVESTIGACIÓN-ACCIÓN: Una Experiencia con Informantes Clave de la U.E. “Madre Alberta Giménez” Fe y Alegría","year":2017,"lang":"es","type":"article","venue":"","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002746354,0.0004961303,0.000489663,0.0001640319,0.001971663,0.002490646,0.001664031,0.0007450728,0.003659612],"category_scores_gemma":[0.004115164,0.0004697674,0.0002149761,0.0002589844,0.002483112,0.001647544,0.0003017576,0.0008960167,0.0002790746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424575,"about_ca_system_score_gemma":0.002976612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04018033,"about_ca_topic_score_gemma":0.004231649,"domain_scores_codex":[0.9957578,0.001612255,0.0005788411,0.0005751582,0.0005870871,0.0008888599],"domain_scores_gemma":[0.9945965,0.003136049,0.0004130274,0.0009457464,0.0001609913,0.0007476716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001516292,0.0003826839,0.2169935,0.00008923772,0.00008847563,0.00001015037,0.5469644,7.428916e-7,0.0002574154,0.2075315,0.01308604,0.01458069],"study_design_scores_gemma":[0.0006890669,0.00007431144,0.137051,0.0003739095,0.00004811798,0.00002863662,0.3422641,0.00008994264,0.001012632,0.001628803,0.5160471,0.0006924081],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5098219,0.000117438,0.00001004622,0.008500158,0.0004641834,0.0002051674,0.000007848551,0.00007515556,0.4807981],"genre_scores_gemma":[0.9640226,0.0006455862,0.0008558123,0.001672939,0.0008584632,0.00008494791,0.00002432084,0.00005400819,0.03178134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.502961,"threshold_uncertainty_score":0.9997754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231158305362542,"score_gpt":0.3824509752791734,"score_spread":0.350139392225548,"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."}}