{"id":"W4407426528","doi":"10.14198/sostenibilidad.26999","title":"The Intersection of Law and Sanitation for Sustainable Communities: Exploring practices beyond borders","year":2025,"lang":"en","type":"article","venue":"Sostenibilidad económica social y ambiental","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina","keywords":"Sanitation; Intersection (aeronautics); Political science; Environmental planning; Geography; Sociology; Engineering; Environmental engineering; Cartography","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":[0.01166386,0.0002405312,0.0005668784,0.002875932,0.01294953,0.01085508,0.0015002,0.00204674,0.00218239],"category_scores_gemma":[0.01803901,0.0003132722,0.0003964216,0.004226766,0.05097899,0.007981702,0.01074195,0.001995518,0.00009622006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03844181,"about_ca_system_score_gemma":0.08383524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4353456,"about_ca_topic_score_gemma":0.5944291,"domain_scores_codex":[0.9881258,0.007105127,0.000418022,0.0008783715,0.002045044,0.001427629],"domain_scores_gemma":[0.9822059,0.01255246,0.001642547,0.001181625,0.001536099,0.0008813844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000128537,0.00002082232,0.0105587,0.0005065264,0.00001623352,0.0008598985,0.559524,0.0003268829,0.0008558267,0.3777219,0.001536748,0.04805961],"study_design_scores_gemma":[0.000006988198,0.00004208278,0.01445008,0.00214696,0.00002696099,0.0003471245,0.7021579,0.0005067886,0.0005762266,0.08967029,0.1900263,0.00004239703],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4789385,0.02546946,0.02812782,0.1194459,0.000224764,0.0002441464,0.0001490138,0.00008789674,0.3473125],"genre_scores_gemma":[0.9929069,0.002579505,0.001854326,0.0007746295,0.00001184946,0.00003431191,0.00001088481,0.00001210165,0.001815408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4353456,"threshold_uncertainty_score":0.8656233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946658141758382,"score_gpt":0.3302690827625692,"score_spread":0.3008025013449854,"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."}}