{"id":"W6990292584","doi":"","title":"DESARROLLO PROFESIONAL DOCENTE: COMO SE APRENDE A ENSEÑAR","year":2012,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Garcia; Telepathy; George (robot)","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001720836,0.000792688,0.0007355517,0.0006720935,0.002135532,0.0005624536,0.001381896,0.001313292,0.0003298585],"category_scores_gemma":[0.002090378,0.0007852124,0.0004824304,0.001716924,0.0001605708,0.001763502,0.0005755736,0.001276855,0.0002520873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535578,"about_ca_system_score_gemma":0.001885611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007470171,"about_ca_topic_score_gemma":0.0003568808,"domain_scores_codex":[0.9931829,0.0009394363,0.001113693,0.0009741189,0.001739612,0.002050247],"domain_scores_gemma":[0.9957109,0.0006025966,0.0007246656,0.0009032032,0.0006936358,0.001365012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000178918,0.002291952,0.008884507,0.0001464403,0.0001972811,0.00004411423,0.0222111,0.000007601378,0.0003792136,0.9456313,0.01693043,0.00309717],"study_design_scores_gemma":[0.001007084,0.00007928722,0.008341479,0.0002450508,0.0001189866,0.00036724,0.017242,0.00005601177,0.000569427,0.00104694,0.9700429,0.0008836341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1997102,0.005927132,0.001108102,0.1314213,0.01014812,0.00227915,0.0003168065,0.00234423,0.6467449],"genre_scores_gemma":[0.9866506,0.0005408167,0.001207046,0.0006739721,0.001678707,0.0003028493,0.0001882287,0.00008233311,0.008675431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9531124,"threshold_uncertainty_score":0.9999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05560122717024876,"score_gpt":0.3084511492804667,"score_spread":0.252849922110218,"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."}}