{"id":"W4387064838","doi":"10.15210/pixo.v7i25.5866","title":"ALTERNATIVA PARA CAPACITAÇÃO EM MÉTODOS PARTICIPATIVOS EM TEMPOS DE ENSINO REMOTO","year":2023,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Monsanto (Canada)","funders":"","keywords":"Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008924646,0.0008576351,0.0005880363,0.001659677,0.002677009,0.01025394,0.002152572,0.001932955,0.01648989],"category_scores_gemma":[0.03521285,0.0006126384,0.0007285053,0.001815006,0.002046078,0.00580555,0.006158552,0.001903239,0.003838689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393435,"about_ca_system_score_gemma":0.003870764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004297939,"about_ca_topic_score_gemma":0.005350397,"domain_scores_codex":[0.9903176,0.004584877,0.0004785052,0.001723601,0.002036144,0.0008593674],"domain_scores_gemma":[0.9786145,0.01058136,0.001878904,0.003016812,0.003744155,0.002164216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001736123,0.001225522,0.1026907,0.002731188,0.0002569967,0.000856004,0.1483941,0.01074259,0.03042079,0.06932734,0.01412725,0.6174914],"study_design_scores_gemma":[0.0003901818,0.002844122,0.1519083,0.002079798,0.0005744454,0.001453626,0.2031914,0.05525395,0.01836413,0.1165253,0.4468594,0.0005553254],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6713607,0.002165147,0.1615095,0.009344857,0.0005846097,0.001170235,0.0008020125,0.002556038,0.1505068],"genre_scores_gemma":[0.948887,0.0004683209,0.03698106,0.0003662514,0.00007773321,0.0005551807,0.0002240958,0.0002395011,0.01220095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01648989,"threshold_uncertainty_score":0.05516422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298112954822785,"score_gpt":0.3987698956130264,"score_spread":0.2689586001307479,"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."}}