{"id":"W2048903762","doi":"10.1111/j.1365-2761.2007.00814.x","title":"Differences in <i>Lepeophtheirus salmonis</i> abundance levels on Atlantic salmon farms in the Broughton Archipelago, British Columbia, Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Fish Diseases","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture; Government of British Columbia; North Pacific Marine Science Organization; BC Centre for Aquatic Health Sciences","funders":"","keywords":"Lepeophtheirus; Abundance (ecology); Biology; Archipelago; Fishery; Salinity; Fish <Actinopterygii>; Ecology; Aquaculture","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000213975,0.00008896209,0.0001938143,0.00003253438,0.0001140196,0.0000860184,0.0003761634,0.00004441784,0.0004365903],"category_scores_gemma":[0.0001226304,0.00008394309,0.00006873465,0.0001940512,0.0001252124,0.0001665796,0.00002699968,0.0003274644,0.000008568644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103013,"about_ca_system_score_gemma":0.00008121044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6561005,"about_ca_topic_score_gemma":0.9910946,"domain_scores_codex":[0.9987518,0.0001230057,0.0003760751,0.0001460432,0.0003250883,0.0002779462],"domain_scores_gemma":[0.9991205,0.0004604077,0.0001941699,0.0001134425,0.000009118623,0.0001023445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006621265,0.0002651662,0.9880372,0.000003616614,0.000007940972,0.0006066218,0.0001234024,0.00003101782,0.0001275805,0.000001497862,0.006639558,0.004090148],"study_design_scores_gemma":[0.0002710554,0.0001128084,0.9946392,0.0001116556,0.00001117131,0.0002199042,0.0003279981,0.000005118663,0.000025678,0.0002285732,0.003944682,0.0001021952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975395,0.0001067721,0.000005476271,0.0004681912,0.0002482823,0.00009519584,0.00006262117,0.000002716311,0.001471238],"genre_scores_gemma":[0.9976455,0.00006752947,0.00001165111,0.001937393,0.00007921089,0.000002838013,0.000003381252,0.000005007736,0.0002474893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3349941,"threshold_uncertainty_score":0.4780358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482235792756941,"score_gpt":0.2666541095738842,"score_spread":0.2518317516463148,"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."}}