{"id":"W105604898","doi":"10.15366/riee2012.5.3.006","title":"Los Materiales Educativos en la fase de Planificación de la Enseñanza de los Docentes de Educación Primaria de Quebec","year":2016,"lang":"es","type":"article","venue":"Revista Iberoamericana de Evaluación Educativa","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Cartography; Art; Geography","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":[0.009456382,0.001105766,0.001242731,0.0004906286,0.0009801894,0.00148418,0.001843887,0.0007580072,0.00388273],"category_scores_gemma":[0.008067001,0.001032056,0.0005145608,0.001183364,0.002721015,0.0005193345,0.0002009566,0.001103917,0.0002717719],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01006254,"about_ca_system_score_gemma":0.04708379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04901106,"about_ca_topic_score_gemma":0.0009289668,"domain_scores_codex":[0.9800245,0.01327644,0.001230263,0.001370729,0.0009357745,0.00316236],"domain_scores_gemma":[0.9883251,0.006626789,0.001133795,0.001275241,0.0003415193,0.002297559],"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":[0.0003337156,0.005421105,0.3042545,0.00133442,0.0009031417,0.0001050287,0.2997214,0.00001379831,0.0723271,0.1130259,0.08390746,0.1186525],"study_design_scores_gemma":[0.001972825,0.0002801331,0.3258607,0.003718203,0.001199936,0.0007469219,0.1294446,0.00005108396,0.006348597,0.007056829,0.5206105,0.00270968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461396,0.002088944,0.001913244,0.02970202,0.0009557033,0.001152202,0.0002868217,0.0003081185,0.01745337],"genre_scores_gemma":[0.9633806,0.002713681,0.01483242,0.00215574,0.003611362,0.000538549,0.00005709102,0.0002536672,0.01245684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.436703,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065288956946628,"score_gpt":0.3806614709057698,"score_spread":0.3600085813363035,"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."}}