{"id":"W3014183434","doi":"10.4322/gepem.2019.009","title":"Um Modelo Teórico de Matemática para o Ensino do Conceito de Função a partir de Artigos Científicos","year":2019,"lang":"pt","type":"article","venue":"Boletim GEPEM","topic":"Chemistry Education and Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NoNO (Canada)","funders":"","keywords":"Humanities; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001677745,0.0003219381,0.0003860819,0.0000905649,0.0006720467,0.0006043708,0.0007340067,0.0004618767,0.004644468],"category_scores_gemma":[0.0003566729,0.0003261546,0.0002303766,0.0006273009,0.0005976346,0.0001450645,0.0001724759,0.0005951479,0.00284689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008034933,"about_ca_system_score_gemma":0.003133414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000521576,"about_ca_topic_score_gemma":0.00008222906,"domain_scores_codex":[0.9956747,0.0004321565,0.0004612973,0.0006928313,0.0009119689,0.001827056],"domain_scores_gemma":[0.9975567,0.0002848726,0.0001787694,0.0006721705,0.0002656625,0.001041766],"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":[0.0005090528,0.003076326,0.1379522,0.001091289,0.00035406,0.000192961,0.2869425,0.002704784,0.2319967,0.01289905,0.312951,0.009330085],"study_design_scores_gemma":[0.002734661,0.0002773834,0.02694703,0.0006214231,0.000205059,0.00009920463,0.1191217,0.05773976,0.06946554,0.002288466,0.7185166,0.001983172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554915,0.0006627829,0.0005583136,0.01456392,0.000558226,0.00063344,0.00003814817,0.0001022273,0.02739149],"genre_scores_gemma":[0.9426227,0.0002523541,0.0003013623,0.0009079499,0.0006116984,0.0000655365,0.000012832,0.00004120511,0.05518432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4055656,"threshold_uncertainty_score":0.9999191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04739961406399847,"score_gpt":0.3664027417660292,"score_spread":0.3190031277020307,"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."}}