{"id":"W7068156677","doi":"","title":"A New Multicriteria Decision Support Framework on Hybrid Wastewater Systems: Application to a Municipality in Quebec, Canada","year":2023,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental systems; Environmental policy","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":[0.00144777,0.00116378,0.0009936208,0.00105699,0.001714894,0.00353714,0.001790856,0.001773548,0.004923583],"category_scores_gemma":[0.001947366,0.0004485011,0.0007961236,0.001419526,0.0007903554,0.0007475801,0.001169316,0.000850291,0.00027585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01380584,"about_ca_system_score_gemma":0.01481892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8636093,"about_ca_topic_score_gemma":0.8514872,"domain_scores_codex":[0.9994825,0.0001362933,0.00003093362,0.0001014575,0.0001150088,0.0001337416],"domain_scores_gemma":[0.9990143,0.0003493215,0.00005599607,0.00002523409,0.0004612729,0.00009390867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006152271,0.00004118631,0.00183611,0.00005366163,0.00003201445,0.0001205983,0.00008394431,0.9819947,0.0003397144,0.003334411,0.0008177764,0.01128432],"study_design_scores_gemma":[0.00001522148,0.00001200043,0.0003576571,0.000008071951,0.000009245036,0.000005612512,0.00008411855,0.9980957,0.00006786599,0.0005952956,0.0007425603,0.000006680666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4860201,0.001347162,0.4615318,0.00387899,0.0001575514,0.0008469915,0.003818795,0.002339894,0.04005856],"genre_scores_gemma":[0.8926508,0.0003446252,0.09804086,0.0001444847,0.00002177743,0.0002115819,0.000684814,0.00005065896,0.007850371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1363907,"threshold_uncertainty_score":0.2743879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0097931320903968,"score_gpt":0.2273032671316271,"score_spread":0.2175101350412303,"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."}}