{"id":"W4414774308","doi":"","title":"Comment co-construire des indicateurs pour la durabilité des nappes captives ?","year":2025,"lang":"fr","type":"article","venue":"Agritrop (Cirad)","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Poison control; Informal settlements","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":[0.00975621,0.001759136,0.001147092,0.002022274,0.00110662,0.007485004,0.001946349,0.002149474,0.006304899],"category_scores_gemma":[0.01805552,0.0008963631,0.0009682978,0.001877264,0.001307906,0.006034697,0.002310974,0.002378936,0.001392031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00260374,"about_ca_system_score_gemma":0.00369253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02234442,"about_ca_topic_score_gemma":0.02527334,"domain_scores_codex":[0.9948075,0.001940024,0.0003045682,0.001234886,0.001334692,0.0003782583],"domain_scores_gemma":[0.9853616,0.007009534,0.001841321,0.001190612,0.003956346,0.0006405326],"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":[0.0009641236,0.000380129,0.0569237,0.001675707,0.0006142989,0.000675243,0.00551448,0.2655167,0.04834998,0.06154491,0.01038154,0.5474592],"study_design_scores_gemma":[0.0001028168,0.001135687,0.04522121,0.0007750101,0.0005673486,0.000586417,0.008768946,0.7786332,0.04284981,0.03305844,0.08790834,0.0003927831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.2277728,0.003788013,0.7147937,0.007144314,0.0004217559,0.0004519217,0.0009030419,0.00313308,0.04159133],"genre_scores_gemma":[0.7266006,0.0009825662,0.2599007,0.0002926475,0.0001054415,0.0003246243,0.0005794343,0.0006341706,0.01057985],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02234442,"threshold_uncertainty_score":0.0515964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071550270024076,"score_gpt":0.2253532033160197,"score_spread":0.2146377006157789,"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."}}