{"id":"W4405176672","doi":"10.14244/reveduc.v18i1.6749","title":"Do passado ao futuro da formação de educadores/professores: o presente apresenta novos desafios","year":2024,"lang":"pt","type":"article","venue":"Revista Eletrônica de Educação","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Universidade do Minho; International Council for Canadian Studies","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01351952,0.0003932366,0.0005535497,0.001426363,0.008988775,0.01453374,0.001969554,0.00445396,0.01034038],"category_scores_gemma":[0.03113976,0.0003672617,0.0005520165,0.001536586,0.01260031,0.01198979,0.00665384,0.005648723,0.001697244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005744064,"about_ca_system_score_gemma":0.01095685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004537717,"about_ca_topic_score_gemma":0.01276869,"domain_scores_codex":[0.9857121,0.008572463,0.0005873803,0.001301127,0.002714081,0.001112892],"domain_scores_gemma":[0.9776877,0.01208314,0.0027875,0.00181367,0.003660892,0.001967096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001005546,0.0001038331,0.006951624,0.001198846,0.00003102519,0.0009468126,0.3191646,0.0001482196,0.001580989,0.5152891,0.02456653,0.1299178],"study_design_scores_gemma":[0.00001877588,0.0001388667,0.006429167,0.001334774,0.00004694125,0.001185459,0.1353985,0.0002316055,0.001244408,0.04283539,0.8110753,0.0000607422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1894634,0.04981784,0.05185451,0.3868482,0.008519946,0.0002541849,0.000187483,0.000420366,0.312634],"genre_scores_gemma":[0.9073824,0.01415062,0.008857763,0.01071846,0.002287161,0.0001409236,0.00005791848,0.0001581699,0.05624658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01453374,"threshold_uncertainty_score":0.07149893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048219456761706,"score_gpt":0.4614248506533756,"score_spread":0.356602904977205,"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."}}