{"id":"W4312590075","doi":"10.7202/1089941ar","title":"Banlieues régénérées : la conception algorithmique par données géospatiales comme démarche architecturale permettant de favoriser un développement écologique des zones suburbaines en Amérique du Nord","year":2022,"lang":"fr","type":"article","venue":"Cygne noir","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":[0.006159486,0.00127858,0.001108857,0.003907835,0.001296074,0.005959114,0.002012223,0.00136286,0.005146753],"category_scores_gemma":[0.02120185,0.001067793,0.002238966,0.003218076,0.001411074,0.003364265,0.003294626,0.001741532,0.001130422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329595,"about_ca_system_score_gemma":0.004573949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04796496,"about_ca_topic_score_gemma":0.07181552,"domain_scores_codex":[0.9962384,0.001447306,0.0002669829,0.0007902975,0.001075971,0.0001811139],"domain_scores_gemma":[0.9912355,0.005335053,0.0004584344,0.0009564083,0.001837359,0.0001772227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000287543,0.0002063867,0.04318281,0.001092395,0.0004695009,0.0002987958,0.009299258,0.2867401,0.009063709,0.06899236,0.005200268,0.5751668],"study_design_scores_gemma":[0.00008083406,0.0001345209,0.01125192,0.0005963966,0.0001966313,0.0002539723,0.005017852,0.879322,0.009204322,0.03928184,0.05452719,0.0001325421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03117238,0.0003929897,0.961401,0.0005577233,0.00005031165,0.0002526315,0.0004743796,0.001133564,0.004565166],"genre_scores_gemma":[0.1410339,0.0003464488,0.8535901,0.00008213812,0.00001236433,0.0002626721,0.0009023439,0.0002801113,0.003489971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9520351,"threshold_uncertainty_score":0.09537154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604066618318199,"score_gpt":0.2432401018895259,"score_spread":0.2171994357063439,"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."}}