{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004296548,0.0003766162,0.000530481,0.0004262737,0.001584946,0.001181204,0.001116946,0.0004034977,0.001240291],"category_scores_gemma":[0.00163611,0.0003638722,0.0003055461,0.004926803,0.0008409888,0.0003958319,0.0003189198,0.0006984449,0.007890183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005152397,"about_ca_system_score_gemma":0.002089349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098971,"about_ca_topic_score_gemma":0.0002121959,"domain_scores_codex":[0.9940298,0.0007454759,0.0005838611,0.0009813379,0.001639184,0.002020353],"domain_scores_gemma":[0.9968004,0.0008265959,0.0002260296,0.0009105774,0.0004677987,0.0007685832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005712,0.0003201056,0.03110576,0.0002728679,0.0001493738,0.0002022877,0.04606817,0.00002498789,0.01143599,0.04128563,0.852472,0.0166057],"study_design_scores_gemma":[0.0004572957,0.0001593113,0.1197816,0.0003299974,0.00009955383,0.00003607021,0.03381348,0.0004588671,0.001152054,0.001164087,0.8415286,0.001019119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626461,0.00265774,0.00002115582,0.01971254,0.001241462,0.0008101077,0.00006494093,0.0003370422,0.01250896],"genre_scores_gemma":[0.9326887,0.001741452,0.0001066789,0.001872274,0.00108056,0.00003875715,0.00005106299,0.00004904015,0.06237147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08867583,"threshold_uncertainty_score":0.9998813,"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."}}