{"id":"W4205142735","doi":"10.37618/paradigma.1011-2251.2022.p68-91.id1161","title":"ESTUDO DE AULA NA FORMAÇÃO DOCENTE INICIAL EM MATEMÁTICA: CRIAÇÃO DE UM TERCEIRO ESPAÇO FORMATIVO","year":2022,"lang":"pt","type":"article","venue":"PARADIGMA","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Anesthesia Research Foundation","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003702477,0.0003380718,0.0004024718,0.0001917469,0.003642839,0.0004165622,0.0009938423,0.0002257254,0.008466718],"category_scores_gemma":[0.0005439339,0.0003819153,0.0002227494,0.0007326914,0.0002271791,0.001333955,0.0003115737,0.001029333,0.0006219209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006896807,"about_ca_system_score_gemma":0.001762818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239757,"about_ca_topic_score_gemma":0.001235637,"domain_scores_codex":[0.9949242,0.001875347,0.0006914784,0.00044246,0.0007971568,0.001269378],"domain_scores_gemma":[0.9975418,0.0009218005,0.0005922462,0.0004232973,0.00007711618,0.0004436867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005134508,0.001230858,0.03963474,0.000178244,0.0002770369,0.00006194778,0.8125206,0.0002382109,0.00004439988,0.04052877,0.08826892,0.01650278],"study_design_scores_gemma":[0.0008141937,0.0003057262,0.01638341,0.00004167751,0.000234553,0.0001053639,0.2509965,0.001776135,0.0001148252,0.005298946,0.7232851,0.0006435635],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118649,0.001900446,0.0007175658,0.02223745,0.005453703,0.000885052,0.0001773133,0.0002113521,0.05655225],"genre_scores_gemma":[0.9841216,0.0004444004,0.0002226552,0.003290104,0.0007288205,0.0002206796,0.0000385765,0.00003829495,0.01089492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6350161,"threshold_uncertainty_score":0.9998633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06966035196339777,"score_gpt":0.395204154947572,"score_spread":0.3255438029841742,"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."}}