{"id":"W4416727099","doi":"10.1109/temsconglobal64363.2025.11238327","title":"Building Climate Resilience in Mexicali: Permaculture, Circular Economy, and Sustainable Policies","year":2025,"lang":"","type":"article","venue":"","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sustainability; Circular economy; Resilience (materials science); Desertification; Psychological resilience; Key (lock); Climate change; Climate resilience","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":[0.0006286429,0.0001668539,0.0001443102,0.0004050939,0.001947779,0.001017662,0.0002812704,0.0002058207,0.0009216216],"category_scores_gemma":[0.001059682,0.00008247828,0.00009994347,0.000631091,0.001063049,0.000603113,0.001808571,0.0005599019,0.00003822142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751374,"about_ca_system_score_gemma":0.002351366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03186382,"about_ca_topic_score_gemma":0.1178866,"domain_scores_codex":[0.9997942,0.00006228665,0.000004730461,0.00001983198,0.00003326738,0.00008565893],"domain_scores_gemma":[0.9994441,0.0001198777,0.0001894966,0.00002424737,0.00007097203,0.0001513764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001045592,0.000388044,0.7863891,0.0002428049,0.0000595989,0.001255967,0.1208569,0.0006291565,0.005308842,0.004350032,0.001567663,0.07884733],"study_design_scores_gemma":[0.000006579816,0.00008027822,0.8601787,0.00005990028,0.00001900122,0.0001137463,0.1271043,0.0002506462,0.0004672434,0.0004832922,0.0112235,0.00001282834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969408,0.0000681255,0.00007102751,0.0003178008,0.00000244251,0.00000627746,0.00001090408,0.000001978432,0.00258063],"genre_scores_gemma":[0.9993319,0.0001291206,0.0001800568,0.00004915776,0.000001996818,0.000008315285,0.00001325296,7.105805e-7,0.0002853839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03186382,"threshold_uncertainty_score":0.0633567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418264540639289,"score_gpt":0.2913537664635237,"score_spread":0.2771711210571308,"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."}}