{"id":"W3087452110","doi":"10.14212/veras.vol10.n1.ano2020.art387","title":"A escrita nos procedimentos de resolução de problemas de adição e subtração: um processo construtivo","year":2020,"lang":"pt","type":"article","venue":"Veras","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics; Psychology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006437108,0.0003361181,0.0003469187,0.0001234271,0.0007424855,0.0008535822,0.000493379,0.0001789831,0.003575099],"category_scores_gemma":[0.001248474,0.0003386941,0.0001284938,0.0001872725,0.0003466655,0.0001310983,0.0001425549,0.0006952581,0.0004328056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117705,"about_ca_system_score_gemma":0.003961171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064704,"about_ca_topic_score_gemma":0.0002822512,"domain_scores_codex":[0.9969668,0.0001406833,0.0004903936,0.000550114,0.0004807702,0.001371219],"domain_scores_gemma":[0.9980642,0.0001656202,0.0001542848,0.0002672801,0.0005909769,0.0007576785],"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":[0.0004755875,0.001296608,0.0339159,0.004720193,0.000445231,0.000185479,0.4199186,0.00006739865,0.001205744,0.2445967,0.2910625,0.002110079],"study_design_scores_gemma":[0.002444911,0.001273782,0.001354952,0.0009397695,0.00033827,0.00005320199,0.04665116,0.01891727,0.004145496,0.008349205,0.9141982,0.001333772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.632036,0.007258282,0.001329217,0.07709704,0.002154267,0.004883468,0.001058359,0.0007527311,0.2734307],"genre_scores_gemma":[0.9754447,0.000195733,0.0004795725,0.003127374,0.002726806,0.0001788776,0.00004318629,0.0000763119,0.01772741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6231357,"threshold_uncertainty_score":0.9999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07891932110438837,"score_gpt":0.3108771813976969,"score_spread":0.2319578602933085,"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."}}