{"id":"W2126566750","doi":"10.1007/s00267-010-9463-9","title":"Science-Seeking Behaviour of Conservation Authorities in Ontario","year":2010,"lang":"en","type":"article","venue":"Environmental Management","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Environment and Climate Change Canada","funders":"Department for Environment, Food and Rural Affairs, UK Government","keywords":"Nature Conservation; Forest management; Conservation science; Wildlife conservation; Environmental protection; Environmental planning; Agroforestry; Geography; Forestry; Ecology; Environmental science; Biodiversity; Wildlife; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006439924,0.00009253278,0.0002305922,0.0006370094,0.003965896,0.001392603,0.0004984969,0.0008104425,0.005638207],"category_scores_gemma":[0.003925267,0.0002537259,0.0002220305,0.001362538,0.001133194,0.0006857296,0.0009489115,0.0007133767,0.0003818265],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02668838,"about_ca_system_score_gemma":0.02028061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.978237,"about_ca_topic_score_gemma":0.9964672,"domain_scores_codex":[0.9992834,0.0001378796,0.00003110128,0.00006786618,0.0001721997,0.0003075265],"domain_scores_gemma":[0.9950039,0.001060686,0.001135274,0.0001179099,0.0009528793,0.001729405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003623733,0.0002621312,0.9338756,0.00007760809,0.00006479533,0.0007546172,0.03926554,0.001488051,0.001061318,0.003827733,0.005533058,0.01342729],"study_design_scores_gemma":[0.00002905076,0.00006902197,0.9467833,0.00002990133,0.00001545501,0.00007550127,0.04013548,0.002126149,0.000146899,0.0004051898,0.01015702,0.00002705905],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944171,0.00006250798,0.00004339147,0.0009909822,0.000002889598,0.00001584633,0.000155603,0.000002684178,0.004309056],"genre_scores_gemma":[0.9929672,0.0001103529,0.00008368098,0.000112919,0.000003175013,0.00000825393,0.0001018767,0.000002647056,0.006609873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9960341,"threshold_uncertainty_score":0.1936387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05058443925589399,"score_gpt":0.1922850384724889,"score_spread":0.1417005992165949,"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."}}