{"id":"W2173223682","doi":"10.1562/2005-10-19-ir-722","title":"Mediated Modeling of the Impacts of Enhanced UV‐B Radiation on Ecosystem Services","year":2006,"lang":"en","type":"article","venue":"Photochemistry and Photobiology","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Ecosystem services; Stakeholder; Environmental resource management; Ecosystem; Valuation (finance); Citizen journalism; Multidisciplinary approach; Environmental science; Business; Marsh; Computer science; Environmental economics; Wetland; Ecology; Political science; World Wide Web; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001547728,0.000989091,0.0006790344,0.000892031,0.0008427784,0.001752627,0.001464022,0.001174984,0.006671987],"category_scores_gemma":[0.003743565,0.0004115322,0.00139703,0.0005761132,0.0008043404,0.00129384,0.00157324,0.0007412088,0.0003034021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002754014,"about_ca_system_score_gemma":0.002072151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01974686,"about_ca_topic_score_gemma":0.01381204,"domain_scores_codex":[0.9993097,0.0004424691,0.00001888886,0.0001192988,0.00005380793,0.00005578675],"domain_scores_gemma":[0.9973654,0.002160968,0.0001779253,0.00009826538,0.0001317886,0.00006570565],"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":[0.00008519179,0.0001344127,0.004108946,0.0001162294,0.0001104282,0.0001706588,0.0004553737,0.9540967,0.00156257,0.03426842,0.0002288169,0.004662172],"study_design_scores_gemma":[0.00005185675,0.0001504307,0.0009059088,0.00001789771,0.00008550442,0.00002230948,0.0002164695,0.9835955,0.0006529037,0.01258522,0.001699326,0.00001666472],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.640398,0.000294762,0.3134871,0.0007745265,0.0001067543,0.0004536113,0.0008922234,0.0003693317,0.04322373],"genre_scores_gemma":[0.962068,0.0002029922,0.03067814,0.00004566408,0.00001681269,0.000693308,0.000157494,0.00003528105,0.006102237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01974686,"threshold_uncertainty_score":0.03926384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003046896235396456,"score_gpt":0.1817780015869356,"score_spread":0.1787311053515392,"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."}}