{"id":"W4378882336","doi":"10.4025/rvc.v2i1.63596","title":"A INTERDISCIPLINARIDADE NO ENSINO DE CIÊNCIAS: PERSPECTIVAS PARA A PRÁTICA PEDAGÓGICA","year":2022,"lang":"pt","type":"article","venue":"Revista Vitruvian Cogitationes","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Humanities; Sociology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00332413,0.0003097203,0.0004201478,0.0004354352,0.004504289,0.001128063,0.001144153,0.0001119783,0.008734687],"category_scores_gemma":[0.00297325,0.0003327259,0.0003012275,0.002601873,0.0007092039,0.0005316512,0.000545504,0.0006873705,0.001431325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419014,"about_ca_system_score_gemma":0.00259431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004124988,"about_ca_topic_score_gemma":0.0001373209,"domain_scores_codex":[0.9940106,0.001592381,0.0005908387,0.0008823601,0.001796009,0.001127851],"domain_scores_gemma":[0.9970175,0.0008682161,0.0004410269,0.0005659275,0.0005696462,0.0005376823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003603381,0.00158883,0.01511613,0.0003740753,0.0001960776,0.0001103736,0.6670936,0.0001664899,0.001793032,0.06684933,0.2391561,0.007195575],"study_design_scores_gemma":[0.0004953914,0.000572229,0.02158733,0.0001481008,0.0001012016,0.00004048718,0.5783511,0.001589333,0.00004231993,0.003255209,0.3930411,0.0007761694],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7159889,0.003926414,0.001377726,0.1840611,0.003052006,0.003490339,0.0003082678,0.0004516824,0.08734356],"genre_scores_gemma":[0.9486724,0.0002357243,0.0003836714,0.00107032,0.0007980658,0.0002624566,0.00003588415,0.00003808605,0.0485034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2326835,"threshold_uncertainty_score":0.9999125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09368690435312389,"score_gpt":0.4197418839149933,"score_spread":0.3260549795618694,"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."}}