{"id":"W2161627264","doi":"10.1186/1746-6148-9-258","title":"Multivariate evaluation of the effectiveness of treatment efficacy of cypermethrin against sea lice (Lepeophtheirus salmonis) in Atlantic salmon (Salmo salar)","year":2013,"lang":"en","type":"article","venue":"BMC Veterinary Research","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Norges Forskningsråd","keywords":"Lepeophtheirus; Salmo; Biology; Cypermethrin; Fishery; Aquaculture; Multivariate statistics; Univariate; Aquatic animal; Multivariate analysis; Broodstock; Zoology; Toxicology; Ecology; Fish <Actinopterygii>; Statistics; Pesticide","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003071445,0.0001264622,0.0002548623,0.000119422,0.00008646213,0.000006332178,0.000336303,0.0001037244,0.0004379706],"category_scores_gemma":[0.0004772556,0.00008657932,0.0001077737,0.000468437,0.0004185261,0.00013764,0.0002538007,0.0001820354,0.0001222811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004208027,"about_ca_system_score_gemma":0.00009357865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112385,"about_ca_topic_score_gemma":0.0002399415,"domain_scores_codex":[0.9946424,0.003991445,0.0003222605,0.0002854695,0.0004812398,0.0002771413],"domain_scores_gemma":[0.9974111,0.001864282,0.0001203464,0.0004628485,0.00009398286,0.00004740541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004957589,0.0004867755,0.4974122,0.00004140255,0.00002068361,0.000001272123,0.0002177021,0.002044175,0.4963347,0.000008687397,0.000002600048,0.002934056],"study_design_scores_gemma":[0.001077688,0.001047683,0.9550824,0.0001376874,0.00001531458,0.00001011376,0.00008173779,0.004844018,0.03753039,0.00006071744,0.00004080737,0.00007144933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948592,0.00005108337,0.000006746198,0.00001625467,0.00007421442,0.001377655,0.00001117343,0.000005110687,0.003598587],"genre_scores_gemma":[0.9995137,0.00002602626,0.0001273065,0.000001813904,0.000009987274,0.0002110256,0.000009512825,0.00001036947,0.00009028709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4588043,"threshold_uncertainty_score":0.9954612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1454840947299672,"score_gpt":0.4472241142195862,"score_spread":0.3017400194896189,"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."}}