{"id":"W306676","doi":"","title":"Mejorando la formación y el desarrollo profesional docente en Latinoamerica.","year":2007,"lang":"es","type":"article","venue":"Pensamiento Educativo, Revista de Investigación Latinoamericana (PEL)","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.008713912,0.001205418,0.001450694,0.0008118425,0.001634903,0.001162512,0.001659815,0.0007577959,0.002112422],"category_scores_gemma":[0.005329134,0.001260271,0.0006338632,0.003694696,0.003596695,0.001000881,0.0003094013,0.002480099,0.000685397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647823,"about_ca_system_score_gemma":0.005532376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007976953,"about_ca_topic_score_gemma":0.0002499398,"domain_scores_codex":[0.9883469,0.003166131,0.002085946,0.001600571,0.002018282,0.002782163],"domain_scores_gemma":[0.9897671,0.003924098,0.001891153,0.001191018,0.0007025761,0.002523995],"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":[0.0002699018,0.002113745,0.5260745,0.0005535488,0.0005163845,0.00006963561,0.2063914,0.0000262063,0.001898327,0.1548747,0.02143299,0.08577865],"study_design_scores_gemma":[0.00196738,0.0003127936,0.2692165,0.001015511,0.0004757274,0.00008758054,0.08707445,0.0002635807,0.0003830628,0.002277172,0.634791,0.002135267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529357,0.001877196,0.001518817,0.01492339,0.001680169,0.001847637,0.00009281148,0.0004202995,0.124704],"genre_scores_gemma":[0.9724061,0.0008539933,0.01253793,0.004962768,0.001991464,0.0001254784,0.0001467797,0.0001964778,0.006779018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.613358,"threshold_uncertainty_score":0.9998744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128000138090834,"score_gpt":0.3797819717812206,"score_spread":0.3485019704003122,"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."}}