{"id":"W4285319274","doi":"10.18542/rebac.v17i2.11693","title":"CAPSI: Caracterização de uma versão on-line do Sistema Personalizado de Ensino","year":2021,"lang":"pt","type":"article","venue":"Revista Brasileira de Análise do Comportamento","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001099286,0.0006174417,0.0008786166,0.0002409482,0.0007116741,0.00213718,0.0008571507,0.0005280585,0.001924219],"category_scores_gemma":[0.001237384,0.0006855169,0.0005544035,0.001207159,0.0004852964,0.0004187036,0.0002399352,0.0006074425,0.0002799264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534031,"about_ca_system_score_gemma":0.002513585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004793943,"about_ca_topic_score_gemma":0.0002426026,"domain_scores_codex":[0.9951631,0.0006480713,0.000906979,0.001038681,0.0008968606,0.001346309],"domain_scores_gemma":[0.9967543,0.0004242947,0.0005807044,0.001089647,0.0003954827,0.0007555467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002099446,0.002896583,0.7045159,0.001348524,0.0005506027,0.002040236,0.05499725,0.00006631745,0.004624592,0.103116,0.1153388,0.01029524],"study_design_scores_gemma":[0.002371472,0.0007689199,0.1424235,0.00431787,0.0007027749,0.0003516718,0.2398254,0.0005292338,0.003848118,0.0009990641,0.6007214,0.003140479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686286,0.00679692,0.0001346066,0.003311587,0.0006018764,0.0005404942,0.0002198425,0.0003655143,0.01940052],"genre_scores_gemma":[0.9786241,0.001322529,0.0003034579,0.003280621,0.000451263,0.00004796244,0.0001866484,0.00007523412,0.01570816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5620924,"threshold_uncertainty_score":0.9995596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0836957595380687,"score_gpt":0.3600120993433829,"score_spread":0.2763163398053142,"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."}}