{"id":"W4395101684","doi":"10.29327/222866.12.2-4","title":"O NOVO ENSINO MÉDIO: IMPLICAÇÕES PARA O ENSINO DE CIÊNCIAS DA NATUREZA","year":2023,"lang":"pt","type":"article","venue":"Revista Dimensão","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Humanities; Philosophy; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01040192,0.000713811,0.0005918096,0.00220615,0.005944602,0.01651798,0.002371454,0.003008896,0.01700515],"category_scores_gemma":[0.01663672,0.0005390895,0.000863665,0.002937093,0.01062767,0.01071356,0.01117808,0.004515979,0.002595094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01193746,"about_ca_system_score_gemma":0.02424063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02899861,"about_ca_topic_score_gemma":0.05963955,"domain_scores_codex":[0.9918551,0.003430856,0.0003183306,0.001229335,0.002278594,0.0008877383],"domain_scores_gemma":[0.9846306,0.006145024,0.001174402,0.002107051,0.002923019,0.003019846],"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":[0.000261629,0.0002383922,0.01665981,0.002708422,0.00008077947,0.0007661099,0.08264071,0.002039253,0.003853634,0.6156701,0.03316569,0.2419155],"study_design_scores_gemma":[0.00002301499,0.0001691891,0.0143369,0.002639115,0.00007384631,0.0002378629,0.03152857,0.0009010459,0.001410344,0.0933312,0.8552659,0.00008302067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1583365,0.03382634,0.07693584,0.1311269,0.004934496,0.0005372905,0.001027828,0.000955682,0.5923192],"genre_scores_gemma":[0.8600621,0.02611811,0.03433295,0.007269417,0.0008740839,0.0004958551,0.0006557853,0.0005465826,0.06964517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02899861,"threshold_uncertainty_score":0.08661282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382587453810364,"score_gpt":0.4416897402038619,"score_spread":0.3034309948228255,"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."}}