{"id":"W272138261","doi":"10.5935/reeduc.v8i17.172","title":"Argumentação e design: Cognição, afetividade e moralidade em comunidades universitárias de aprendizagem","year":2011,"lang":"pt","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00265531,0.0006535968,0.001096257,0.001401043,0.001130784,0.003704249,0.007476995,0.000515825,0.02785391],"category_scores_gemma":[0.0008955616,0.0006778577,0.000401413,0.002788154,0.0009780335,0.005662146,0.002085015,0.0008531954,0.0001785672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005414585,"about_ca_system_score_gemma":0.000846943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096476,"about_ca_topic_score_gemma":0.0004043453,"domain_scores_codex":[0.9945622,0.001262839,0.001106049,0.0007903911,0.001144922,0.0011336],"domain_scores_gemma":[0.9956119,0.0007806652,0.001632404,0.0008109224,0.0004496568,0.0007144618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008054566,0.004024713,0.481944,0.000228929,0.001362584,0.0003626796,0.1199615,0.00008074811,0.008279473,0.00601539,0.3273627,0.04957175],"study_design_scores_gemma":[0.002403873,0.0001418316,0.508711,0.001919968,0.0008435168,0.00004743064,0.2893308,0.00006922074,0.0843602,0.07607429,0.0333267,0.002771139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8814948,0.01816721,0.003073157,0.001430414,0.002056009,0.001872303,0.000176034,0.0004419823,0.09128805],"genre_scores_gemma":[0.9740348,0.01400148,0.001077072,0.0004862832,0.0001462572,0.00002791645,0.00001363301,0.00007657467,0.01013593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.294036,"threshold_uncertainty_score":0.9995673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5993703895902542,"score_gpt":0.5825464014025276,"score_spread":0.01682398818772668,"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."}}