{"id":"W2966834493","doi":"10.1016/j.jenvman.2019.109271","title":"Understanding the preferences of water users in a context of cyanobacterial blooms in Quebec","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Institut Universitaire en Santé Mentale de Québec; HEC Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université du Québec en Outaouais","funders":"Social Sciences and Humanities Research Council of Canada; Genome Canada","keywords":"Recreation; Context (archaeology); Algal bloom; Ecosystem services; Logit; Willingness to pay; Environmental science; Ecology; Ecosystem; Environmental resource management; Geography; Nutrient; Biology; Phytoplankton; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006093123,0.00008303212,0.0002891265,0.0001866107,0.00001061801,0.00001047271,0.0001752559,0.00003493862,0.0008360928],"category_scores_gemma":[0.000001917918,0.00006397975,0.0000796231,0.00003553443,0.00007275387,0.0002344163,0.00007981952,0.00008068545,0.00005170664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645961,"about_ca_system_score_gemma":0.000002348354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003842314,"about_ca_topic_score_gemma":0.0003242412,"domain_scores_codex":[0.998853,0.00002360198,0.0008257131,0.0001163658,0.00005776713,0.0001234979],"domain_scores_gemma":[0.9993393,0.00002178183,0.0004962866,0.0001242227,6.916995e-7,0.00001765232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001127523,0.0002742179,0.9845901,0.00005362437,0.0001012085,0.000002879578,0.002558758,0.002727773,0.002668065,0.006373467,0.00001163912,0.0005254725],"study_design_scores_gemma":[0.002205084,0.0001960188,0.979216,0.0000763775,0.00001366054,0.000001467203,0.01061392,0.0001759512,0.001924627,0.005069806,0.0003926441,0.0001144284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972145,0.0001418019,0.00009571453,0.0001186832,0.0002067348,0.0002156659,0.00001002438,5.077227e-7,0.001996356],"genre_scores_gemma":[0.9992135,0.0003563826,0.00004816239,0.00003491571,0.00001248822,0.000002779776,0.000002655518,0.000007083303,0.0003220283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008055162,"threshold_uncertainty_score":0.915463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08245752303870237,"score_gpt":0.1893795839062695,"score_spread":0.1069220608675671,"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."}}