{"id":"W2497402134","doi":"","title":"AVALIANDO EXPERIÊNCIAS CONCRETAS DE PARCERIA NA FORMAÇÃO DE PROFESSORES","year":2003,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Contextualization; Pedagogy; Socialization; Sociology; Political science; Humanities; Public relations; Philosophy; Social science; Law","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"],"consensus_categories":[],"category_scores_codex":[0.003503458,0.0007823861,0.0007891934,0.0004199937,0.003050081,0.0008765589,0.001157189,0.001119024,0.0006419935],"category_scores_gemma":[0.003893076,0.0008063741,0.0004791337,0.001162319,0.0001512724,0.001394156,0.0002067243,0.001393124,0.0001025274],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202971,"about_ca_system_score_gemma":0.006258215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007465579,"about_ca_topic_score_gemma":0.00132785,"domain_scores_codex":[0.9912556,0.003049612,0.001175232,0.0009691751,0.001451962,0.002098362],"domain_scores_gemma":[0.9948048,0.001268504,0.000996228,0.0007743455,0.0007784957,0.001377603],"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":[0.0002375351,0.0006188842,0.003310673,0.0001657547,0.0002850225,0.00007813841,0.08166643,0.00004966965,0.001224638,0.9006622,0.01131458,0.0003865085],"study_design_scores_gemma":[0.001213029,0.000106645,0.004352838,0.0002276584,0.0002130589,0.0006624607,0.03369646,0.0002276547,0.001421215,0.001408254,0.9555691,0.0009015489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.377329,0.004809557,0.001619369,0.09818557,0.00606315,0.002009116,0.0002344818,0.0006267636,0.509123],"genre_scores_gemma":[0.9859415,0.001357274,0.00165614,0.00140897,0.001654372,0.0004396833,0.0001113904,0.00009805923,0.007332608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9442546,"threshold_uncertainty_score":0.9994387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085142900151556,"score_gpt":0.3229799032213381,"score_spread":0.2721284742198225,"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."}}