{"id":"W7104277961","doi":"10.71781/2895","title":"Territoires en quête de résilience : l'apport de l'urbanisme et des stratégies d'adaptation","year":2025,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban environment; Limiting; Resilience (materials science)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00288594,0.0006458988,0.0004591304,0.001321105,0.006847554,0.008119296,0.001255621,0.001366631,0.007984784],"category_scores_gemma":[0.002408204,0.0002309176,0.000461356,0.002364259,0.0152402,0.003885678,0.007424028,0.001928041,0.0004327688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01804158,"about_ca_system_score_gemma":0.02748925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.312363,"about_ca_topic_score_gemma":0.5783831,"domain_scores_codex":[0.9982481,0.00088331,0.0000322968,0.0001860938,0.0002322971,0.0004180228],"domain_scores_gemma":[0.9984693,0.0004443236,0.0001919476,0.0001628217,0.0003901425,0.0003413945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009902154,0.00008443196,0.02957832,0.0009308358,0.00009485872,0.000985597,0.2307351,0.004056746,0.00119018,0.583406,0.01124445,0.1375945],"study_design_scores_gemma":[0.00001016494,0.0001308924,0.07185574,0.001932545,0.00009488609,0.0003950098,0.4201693,0.00147675,0.001001632,0.06924818,0.4335817,0.0001031019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4493122,0.02127588,0.02713149,0.07985923,0.0005582568,0.0002716605,0.0004745786,0.0001745868,0.420942],"genre_scores_gemma":[0.9487824,0.006597761,0.004779341,0.001115691,0.00004193706,0.0001286205,0.00008722888,0.00003966051,0.03842718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.312363,"threshold_uncertainty_score":0.6210897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04891257068964013,"score_gpt":0.3625449101151941,"score_spread":0.313632339425554,"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."}}