{"id":"W4220947279","doi":"10.21203/rs.3.rs-1032365/v1","title":"Drug and pesticide usage for sea lice treatment in salmon aquaculture sites in a Canadian province from 2016 to 2019.","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Lepeophtheirus; Stocking; Pesticide; Aquaculture; Environmental science; Fishery; Biology; Fish <Actinopterygii>; Ecology; Toxicology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005529409,0.0003134201,0.0002703191,0.001997291,0.0009190019,0.0006625114,0.0006729987,0.0002138058,0.002064763],"category_scores_gemma":[0.001968075,0.0002064945,0.0006845189,0.00426239,0.0003923134,0.0002718667,0.0005599393,0.0004877086,0.000238038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01436011,"about_ca_system_score_gemma":0.02501186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922177,"about_ca_topic_score_gemma":0.9970633,"domain_scores_codex":[0.9993197,0.00003882619,0.00004519569,0.0001242702,0.0002820586,0.000190013],"domain_scores_gemma":[0.9979632,0.00009410189,0.0004919206,0.00005758991,0.001091023,0.0003022028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001173802,0.00001795323,0.9775336,0.0002930315,0.0001450155,0.0000859525,0.0003569325,0.000381143,0.00039264,0.0001305579,0.005927488,0.01461829],"study_design_scores_gemma":[0.000005337915,0.00002332738,0.993434,0.00008844533,0.00006315739,0.00006621842,0.0006495988,0.0003512107,0.0002026539,0.00002072225,0.005081106,0.00001426563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8502104,0.003430912,0.0005929125,0.0008580987,0.00004946144,0.0001008782,0.1387758,0.00009311944,0.005888286],"genre_scores_gemma":[0.9732772,0.001266658,0.0009846102,0.0001518411,0.000009468732,0.00003969606,0.02179692,0.00001941796,0.002454258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436011,"threshold_uncertainty_score":0.1041904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735527942381966,"score_gpt":0.405067642638442,"score_spread":0.3677123632146224,"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."}}