{"id":"W2291336262","doi":"10.1098/rstb.2015.0203","title":"Lessons from sea louse and salmon epidemiology","year":2016,"lang":"en","type":"review","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Alberta; Vancouver Coastal Health; University of Toronto; University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada; Hakai Institute; Canada Excellence Research Chairs, Government of Canada; Watershed Watch Salmon Society","keywords":"Louse; Biology; Lepeophtheirus; Biological dispersal; Aquaculture; Fishery; Ecology; Environmental health; Population; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008776324,0.0003688202,0.001111359,0.00002880624,0.0008492653,0.0000128641,0.001049723,0.0008344544,0.002086351],"category_scores_gemma":[0.0002543497,0.0001622141,0.001167364,0.0004965363,0.00636769,0.00007883177,0.0002038412,0.0007055446,0.000176485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008678468,"about_ca_system_score_gemma":0.00003436728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003722807,"about_ca_topic_score_gemma":0.00001476023,"domain_scores_codex":[0.9970302,0.0008492724,0.0006371146,0.0008486148,0.0001851875,0.0004496109],"domain_scores_gemma":[0.995827,0.003265028,0.0003825704,0.0003486209,0.000009243342,0.0001676051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000205596,0.0003639092,0.01204072,0.0001616973,0.0003621487,0.000001154602,0.00005551475,0.00007975315,0.00002554751,0.002078348,0.0006858449,0.9841248],"study_design_scores_gemma":[0.0002334319,0.0004500231,0.01020463,0.001639799,0.0005853233,0.00003088918,0.00002322934,0.000325089,0.00001142254,0.09216677,0.893491,0.0008384207],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001072342,0.9792627,0.00281114,0.01185511,0.0006333485,0.0006048482,0.0009208891,0.00008189186,0.002757743],"genre_scores_gemma":[0.01179626,0.9866425,0.000849797,0.0003189393,0.0001506278,0.00005683854,0.000009756719,0.000009372996,0.0001659171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9832864,"threshold_uncertainty_score":0.9988258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1639702723645126,"score_gpt":0.4138688602890485,"score_spread":0.2498985879245358,"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."}}