{"id":"W4388603940","doi":"10.5216/revjat.v5.76161","title":"Arquitetura residencial multifamiliar no período pós pandêmico: Necessidades e transformações.","year":2023,"lang":"pt","type":"article","venue":"Revista Jatobá","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Humanities; Political science; Philosophy; Physics","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":[0.005459098,0.0003980789,0.0003892196,0.001932716,0.002533819,0.003403669,0.001316928,0.001058435,0.005933097],"category_scores_gemma":[0.01075891,0.0002943711,0.0006714321,0.002688993,0.001727874,0.002236855,0.004832248,0.001473536,0.0006264118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005707409,"about_ca_system_score_gemma":0.01015883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04163759,"about_ca_topic_score_gemma":0.05840076,"domain_scores_codex":[0.9967228,0.001532644,0.0002254226,0.0003879732,0.0005575535,0.0005737323],"domain_scores_gemma":[0.9929041,0.002020324,0.00162241,0.0004253922,0.001760157,0.001267582],"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":[0.0004780735,0.0005067669,0.4042065,0.004704599,0.0003691547,0.002425744,0.09715777,0.001066393,0.004561607,0.02498326,0.0267024,0.4328376],"study_design_scores_gemma":[0.00005284294,0.00108632,0.5832855,0.003366315,0.0003257518,0.001607322,0.1619651,0.001005993,0.002021064,0.00985598,0.2352829,0.0001448996],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.81809,0.05333578,0.009929966,0.05586936,0.001254961,0.0006207469,0.003047966,0.0002128498,0.05763835],"genre_scores_gemma":[0.9620451,0.01783973,0.007845084,0.002343739,0.0002250969,0.0003179946,0.0009601123,0.00003068432,0.00839253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04163759,"threshold_uncertainty_score":0.08279049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05493132136144251,"score_gpt":0.3329124874184773,"score_spread":0.2779811660570348,"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."}}