{"id":"W4320520700","doi":"","title":"Revitalização urbana integrada em Montreal: lições da iniciativa de desenvolvimento local","year":2010,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009255789,0.0004459182,0.000949399,0.0007294751,0.0001625323,0.001185881,0.00232266,0.000215275,0.007933565],"category_scores_gemma":[0.0002823395,0.0003958663,0.0003439193,0.001142063,0.0001194434,0.001526715,0.0003824381,0.0008310011,0.00004105274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794421,"about_ca_system_score_gemma":0.00009489196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005961258,"about_ca_topic_score_gemma":0.004062198,"domain_scores_codex":[0.9973352,0.0001754318,0.0009394443,0.0003827106,0.0006047554,0.0005624734],"domain_scores_gemma":[0.9980558,0.0002801833,0.0003513829,0.0006321802,0.0002169618,0.000463447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001549191,0.0004397001,0.2725719,0.000256091,0.001741594,0.0002135521,0.001369695,0.004347924,0.2219998,0.0002412173,0.34083,0.1558337],"study_design_scores_gemma":[0.002438676,0.00007562248,0.5778927,0.001607941,0.001568349,0.00009558811,0.0012364,0.160667,0.1687431,0.02483591,0.05697287,0.003865949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199594,0.02898364,0.03760622,0.0001337828,0.001149128,0.0005965477,0.00006288755,0.0003190467,0.01118934],"genre_scores_gemma":[0.9943722,0.003778777,0.0006012343,0.0001552935,0.0002376206,0.00003437354,0.00001815483,0.0001008081,0.0007015256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3053208,"threshold_uncertainty_score":0.999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1361831903544213,"score_gpt":0.4734602467472225,"score_spread":0.3372770563928013,"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."}}