{"id":"W3084334942","doi":"10.1002/eap.2226","title":"Bias in self‐reported parasite data from the salmon farming industry","year":2020,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Victoria; Vancouver Coastal Health; Simon Fraser University; Dalhousie University","funders":"University of Toronto; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Simon Fraser University; University of Victoria","keywords":"Lepeophtheirus; Louse; Fishery; Audit; Business; Population; Ecology; Environmental resource management; Biology; Aquaculture; Environmental science; Fish <Actinopterygii>; Environmental health; Accounting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05775151,0.0003519014,0.0005014706,0.001800081,0.0005781564,0.00151342,0.00127707,0.0007972612,0.00105692],"category_scores_gemma":[0.2179863,0.0004196549,0.001077738,0.002142816,0.001233389,0.001255034,0.001425893,0.0009077988,0.0002775019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483783,"about_ca_system_score_gemma":0.001261241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02870381,"about_ca_topic_score_gemma":0.02810324,"domain_scores_codex":[0.9310711,0.0468966,0.005188535,0.005567839,0.01010251,0.001173408],"domain_scores_gemma":[0.7422699,0.1396151,0.07496105,0.02747226,0.01480866,0.0008728898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001281616,0.00005351049,0.9811518,0.000102292,0.0004509601,0.00004327638,0.0008520549,0.002324487,0.0004258791,0.0009025243,0.0007050615,0.01286001],"study_design_scores_gemma":[0.00004071369,0.0002228403,0.9663838,0.0001909948,0.0003245878,0.0003329589,0.0007220298,0.02287921,0.002654631,0.002765575,0.003418156,0.00006454543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554926,0.0007325424,0.03645593,0.0006048405,0.0000614472,0.0002593065,0.002535233,0.0001313732,0.003726863],"genre_scores_gemma":[0.9899274,0.000124282,0.007062078,0.0002891861,0.00002054794,0.00009511578,0.00198153,0.00002692779,0.0004729249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05775151,"threshold_uncertainty_score":0.3054228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532963116198101,"score_gpt":0.3783593142872208,"score_spread":0.2250630026674107,"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."}}