{"id":"W7061418301","doi":"","title":"Práticas pedagógicas adotadas pelos professores de matemática da rede estadual de ensino de Assis e Presidente Prudente","year":2022,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative analysis; Quarter (Canadian coin); Work (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","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002797467,0.001210977,0.001168328,0.0008641868,0.00344652,0.001344783,0.002227157,0.0006687525,0.000833484],"category_scores_gemma":[0.000464725,0.001330169,0.000808452,0.001411648,0.0001032618,0.0006644273,0.001916416,0.00409337,0.00007146092],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0049339,"about_ca_system_score_gemma":0.008156126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000530085,"about_ca_topic_score_gemma":0.0002401402,"domain_scores_codex":[0.9867902,0.003381167,0.001547842,0.001851678,0.002528783,0.003900302],"domain_scores_gemma":[0.9944476,0.0006404255,0.000902712,0.001526636,0.0007340932,0.001748551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001640858,0.004274396,0.01443385,0.0005069161,0.001420429,0.001128625,0.008978834,0.001092866,0.01259448,0.9381409,0.0140668,0.001721099],"study_design_scores_gemma":[0.004148808,0.0007606392,0.01696058,0.0003933553,0.0006681105,0.002837992,0.006753248,0.0110683,0.005410225,0.002216538,0.9468645,0.001917701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8652898,0.002541749,0.007357724,0.05607172,0.001751709,0.004228368,0.00123643,0.000804241,0.06071825],"genre_scores_gemma":[0.9853744,0.000202864,0.001656539,0.0003396187,0.001234079,0.001474268,0.0006266565,0.0002480909,0.008843509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9359243,"threshold_uncertainty_score":0.9996919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326452537283545,"score_gpt":0.2989235515572596,"score_spread":0.2662782978289051,"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."}}