{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005614451,0.0002946755,0.0003924247,0.001735809,0.00608027,0.007281322,0.001514065,0.001360308,0.007626629],"category_scores_gemma":[0.02241256,0.0003793424,0.0003609459,0.001935535,0.004070433,0.00409164,0.004778287,0.002046709,0.0008047033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005670911,"about_ca_system_score_gemma":0.006857059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01724047,"about_ca_topic_score_gemma":0.03745505,"domain_scores_codex":[0.9960803,0.001762306,0.0001536316,0.0004438223,0.001012553,0.0005473545],"domain_scores_gemma":[0.9855899,0.00678248,0.001960437,0.0009257403,0.002964211,0.001777234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001490947,0.0002293931,0.05161211,0.0005696294,0.00002410246,0.0007669622,0.8501758,0.0002842914,0.005244028,0.01926766,0.003478293,0.06819864],"study_design_scores_gemma":[0.00002168281,0.0004370971,0.09770099,0.0003781889,0.00003859424,0.0004247352,0.7689925,0.0006237478,0.003810206,0.004052348,0.1234334,0.000086514],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426639,0.001015438,0.005468961,0.00355419,0.000118013,0.0002043181,0.0001803875,0.00009524213,0.04669946],"genre_scores_gemma":[0.9804812,0.0005527551,0.00226239,0.0002999448,0.00003255685,0.0001043997,0.00007308405,0.00002812449,0.01616555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01724047,"threshold_uncertainty_score":0.0411455,"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."}}