{"id":"W2953218831","doi":"10.36524/saladeaula.v9i1.583","title":"Bioensaio como Método de Aprendizagem Aliado à Teoria em Biologia no Ensino Médio","year":2020,"lang":"pt","type":"article","venue":"Revista Eletrônica Sala de Aula em Foco/Sala de Aula em Foco","topic":"Science and Education Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics; Computer 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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.009183368,0.001611534,0.002228145,0.000728878,0.002485973,0.003732519,0.005469227,0.001775793,0.002970255],"category_scores_gemma":[0.006743416,0.001635605,0.001410182,0.006470775,0.001771024,0.0009963039,0.001374162,0.002751997,0.006259096],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357767,"about_ca_system_score_gemma":0.005891401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122323,"about_ca_topic_score_gemma":0.0006158491,"domain_scores_codex":[0.9817402,0.003941651,0.002466426,0.003205454,0.002979246,0.005666973],"domain_scores_gemma":[0.9889983,0.001915785,0.001273179,0.002531155,0.001296366,0.003985219],"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":[0.0007634025,0.002047433,0.09710231,0.001487255,0.0009269272,0.001082343,0.07540715,0.0001326983,0.01853623,0.02055388,0.7579134,0.02404698],"study_design_scores_gemma":[0.003540873,0.001897576,0.04649541,0.00125868,0.0007418927,0.0002503915,0.05378987,0.005770454,0.001970776,0.001277078,0.8787574,0.00424956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440879,0.00851006,0.003284875,0.02709794,0.002393022,0.00517054,0.0003811966,0.001435284,0.007639186],"genre_scores_gemma":[0.9659566,0.00347,0.002729933,0.009387169,0.004184121,0.0003453132,0.0002175147,0.000316287,0.01339308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1208441,"threshold_uncertainty_score":0.9999117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08363079442004126,"score_gpt":0.3809215020119014,"score_spread":0.2972907075918602,"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."}}