{"id":"W3097520332","doi":"10.15210/interfaces.v20i0.19053","title":"ARGUMENTAÇÃO EM LIVROS DIDÁTICOS DE MATEMÁTICA: BRASIL E CANADÁ","year":2020,"lang":"pt","type":"article","venue":"Interfaces Brasil/Canadá","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies","funders":"","keywords":"Philosophy; Humanities","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":["insufficient_payload"],"category_scores_codex":[0.00112392,0.0006771735,0.0007264802,0.0001773515,0.001309211,0.0009958968,0.001695503,0.0005482784,0.02282181],"category_scores_gemma":[0.001541879,0.0007447996,0.0002224561,0.0009852507,0.0005509777,0.00137538,0.0002516867,0.001170484,0.002641271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252065,"about_ca_system_score_gemma":0.003588831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1008518,"about_ca_topic_score_gemma":0.3852682,"domain_scores_codex":[0.9940335,0.001195694,0.001009152,0.001120326,0.001009135,0.001632203],"domain_scores_gemma":[0.9955965,0.00109514,0.0007034886,0.0005925484,0.0002514161,0.001760886],"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":[0.0004760055,0.0007922545,0.08585851,0.0006441898,0.001182849,0.0002873239,0.4576467,0.0001825753,0.003337829,0.004871647,0.4259729,0.0187472],"study_design_scores_gemma":[0.001132664,0.0007586258,0.01805098,0.0004439544,0.0006759336,0.00005355256,0.4139316,0.000810994,0.01528416,0.0004782946,0.5463908,0.001988374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594908,0.002872361,0.0001810606,0.1069734,0.003915459,0.0008367358,0.0003348762,0.0002431287,0.02515219],"genre_scores_gemma":[0.9670067,0.0005241431,0.0001230558,0.01233753,0.001086821,0.00006249089,0.00003175537,0.00008296895,0.01874457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2844164,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09762537531718794,"score_gpt":0.3844444127943066,"score_spread":0.2868190374771187,"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."}}