{"id":"W4409785992","doi":"10.1007/s00267-025-02150-0","title":"Economic Feasibility of a Wetland Certification Program in the Canadian Prairies","year":2025,"lang":"en","type":"article","venue":"Environmental Management","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Global Institute for Water Security; University of Alberta; University of Saskatchewan","funders":"Global Water Futures","keywords":"Wetland; Nature Conservation; Certification; Forest management; Environmental science; Agroforestry; Forestry; Economic analysis; Economic feasibility; Environmental protection; Geography; Ecology; Agricultural economics; Economics; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00397579,0.0002639231,0.0003207631,0.0008385861,0.002832492,0.002439061,0.00152784,0.00154789,0.004456907],"category_scores_gemma":[0.01251172,0.0002631395,0.0004826022,0.0006778758,0.001656018,0.001139186,0.001089338,0.001461277,0.0001352055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02960971,"about_ca_system_score_gemma":0.06197645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8994055,"about_ca_topic_score_gemma":0.9581423,"domain_scores_codex":[0.9969927,0.0006576167,0.00004986272,0.0001801533,0.0007876829,0.001331913],"domain_scores_gemma":[0.9920462,0.003244536,0.0004904008,0.0002452412,0.002003702,0.001969829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004654993,0.00631967,0.4509447,0.000394395,0.0003565757,0.00314914,0.001682764,0.2035103,0.007899147,0.1126616,0.0244965,0.1839302],"study_design_scores_gemma":[0.0008002286,0.002028133,0.7465112,0.0001645894,0.0003232015,0.0002970989,0.008186561,0.2091066,0.002271237,0.01171342,0.01843451,0.0001632089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688092,0.000108763,0.0008735095,0.002529755,0.00002539359,0.0002630504,0.0004070662,0.00002710827,0.0269562],"genre_scores_gemma":[0.9969082,0.00004490263,0.0004980456,0.00008564707,0.000006538216,0.00002076882,0.00009850006,0.000002282056,0.002335126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005945,"threshold_uncertainty_score":0.2148345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06227190198574607,"score_gpt":0.2354949930659821,"score_spread":0.1732230910802361,"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."}}