{"id":"W2990340673","doi":"","title":"Os desafios do trabalho pedagógico na construção da escrita","year":2019,"lang":"pt","type":"article","venue":"INFOR Information Systems and Operational Research","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007916608,0.0007101772,0.0005790645,0.002271036,0.01108289,0.01548074,0.001602842,0.003478593,0.01269746],"category_scores_gemma":[0.008118632,0.0004674739,0.0008143543,0.002508466,0.02175058,0.009635637,0.007050263,0.005242207,0.002115578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009847359,"about_ca_system_score_gemma":0.01983861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02151331,"about_ca_topic_score_gemma":0.04602613,"domain_scores_codex":[0.9871188,0.008475128,0.0003620238,0.001090835,0.001742009,0.001211053],"domain_scores_gemma":[0.9940554,0.002913162,0.0004479216,0.0007425952,0.001145612,0.000695269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002692586,0.00004409119,0.003075137,0.0004981829,0.000012787,0.0004063666,0.1635019,0.0003925632,0.0008060053,0.74646,0.008660462,0.07611562],"study_design_scores_gemma":[0.00001288063,0.00005601429,0.004048461,0.001454965,0.00003102914,0.0004769704,0.1377829,0.0006557236,0.0008918844,0.1047786,0.749768,0.00004273099],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1086193,0.03660179,0.04342579,0.1056568,0.001762372,0.0002117666,0.0001033383,0.0002460733,0.7033727],"genre_scores_gemma":[0.8829957,0.02062409,0.01053091,0.004518189,0.0004365935,0.000152568,0.00006322026,0.0001382375,0.08054036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02151331,"threshold_uncertainty_score":0.07144791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949075826971008,"score_gpt":0.4772732058892273,"score_spread":0.2823656231921265,"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."}}