{"id":"W7119263703","doi":"","title":"BLUE GOLD OF CANADA: THREE ESSAYS ON VALUING WATER’S ECONOMIC PROMISE","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amenity; Valuation (finance); CLARITY; Water use; Value (mathematics); Water resources; Climate change; Marginal value; Water quality","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":[0.006353523,0.0009151654,0.0008632899,0.00328856,0.01414423,0.01196184,0.00149842,0.003769865,0.004771247],"category_scores_gemma":[0.01786132,0.0003552107,0.0006083936,0.006076557,0.01775954,0.00589361,0.002275926,0.005378935,0.000462591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1040719,"about_ca_system_score_gemma":0.09540664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9114931,"about_ca_topic_score_gemma":0.9530093,"domain_scores_codex":[0.9962366,0.0008018451,0.00009856389,0.0003114966,0.001957518,0.0005939591],"domain_scores_gemma":[0.9841616,0.007273318,0.000314605,0.0004169617,0.006824451,0.001008962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007206777,0.00003451998,0.003088703,0.0005216292,0.00006473052,0.0002662752,0.02381317,0.001262479,0.0004082808,0.3154929,0.5757582,0.07921707],"study_design_scores_gemma":[0.00001659715,0.00002340358,0.00489692,0.001785049,0.00004636994,0.000105332,0.0237534,0.0007536169,0.0002616979,0.07806203,0.8901803,0.000115278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02327787,0.1455141,0.004830395,0.6366073,0.008367717,0.0001137648,0.001117507,0.00006184548,0.1801096],"genre_scores_gemma":[0.5353203,0.1879618,0.008740287,0.1129776,0.005034329,0.0002391541,0.0006890978,0.0003028076,0.1487347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1040719,"threshold_uncertainty_score":0.7550977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176690035629453,"score_gpt":0.1403414693500183,"score_spread":0.122672465787073,"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."}}