{"id":"W2160216363","doi":"10.1111/0008-4085.00070","title":"Renewable resource management with environmental prediction","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Water resources management and optimization","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Futures contract; Welfare economics; Economics; Philosophy; Financial economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008682461,0.000801891,0.0006781297,0.0004074032,0.0003493998,0.001311454,0.0009928098,0.0009446425,0.003195493],"category_scores_gemma":[0.003194118,0.0003776077,0.0007892897,0.0006919015,0.0004699819,0.00137974,0.0011905,0.001030038,0.0005571179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007605677,"about_ca_system_score_gemma":0.001271924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01713938,"about_ca_topic_score_gemma":0.01361514,"domain_scores_codex":[0.9995716,0.0001233376,0.00002697316,0.0001047151,0.0001224878,0.00005087561],"domain_scores_gemma":[0.9987028,0.0005978485,0.0002243595,0.0001933994,0.0002224632,0.00005908117],"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":[0.00001231336,0.00001587143,0.000978548,0.00001458977,0.00001342014,0.00002638608,0.000007177171,0.980076,0.0002122363,0.003495355,0.0004396297,0.0147084],"study_design_scores_gemma":[0.000003844785,0.000006740688,0.0002278088,0.000003962071,0.000004321992,0.000006398086,0.000002969909,0.9937038,0.0001052975,0.005453018,0.0004768924,0.000004973685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09043305,0.001004832,0.8805511,0.001502818,0.0002305826,0.00009529055,0.0006484091,0.001156095,0.02437775],"genre_scores_gemma":[0.9220914,0.0006530604,0.06809551,0.000211577,0.0001338671,0.0000985258,0.0005363383,0.0001085734,0.008071071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01713938,"threshold_uncertainty_score":0.03407925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346010977743559,"score_gpt":0.123305519441194,"score_spread":0.08984540966375837,"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."}}