{"id":"W2164109056","doi":"10.1111/jfd.12051","title":"Sea lice monitoring on <scp>A</scp>tlantic salmon farms in <scp>N</scp>ew <scp>B</scp>runswick, <scp>C</scp>anada: comparing audit and farm staff counts","year":2013,"lang":"en","type":"article","venue":"Journal of Fish Diseases","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Atlantic Canada Opportunities Agency; Canada Excellence Research Chairs, Government of Canada; Innovation PEI","keywords":"Biology; Audit; Fishery; Veterinary medicine; Fish <Actinopterygii>; Animal science; Accounting; Medicine; Business","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":[0.001683425,0.0002108328,0.0001881274,0.0009784694,0.0006642317,0.0005187689,0.0004478293,0.0002733255,0.001060036],"category_scores_gemma":[0.002843217,0.0003591675,0.0002031858,0.001118295,0.0005754223,0.0003629802,0.0006875631,0.0004201108,0.0002483421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002322747,"about_ca_system_score_gemma":0.003220613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2065567,"about_ca_topic_score_gemma":0.5898441,"domain_scores_codex":[0.9988506,0.000202147,0.0000947921,0.0001680943,0.0005124193,0.0001719952],"domain_scores_gemma":[0.9947385,0.0004926872,0.001984798,0.0001983627,0.001821061,0.0007645526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007942648,0.00003840572,0.989906,0.00002770973,0.00001324373,0.0001929172,0.0007609117,0.0001313457,0.002361125,0.00001036375,0.0002843219,0.006194212],"study_design_scores_gemma":[0.000001920826,0.0001130149,0.9981761,0.000008319357,0.000004215237,0.00003719347,0.0008638978,0.0002379986,0.0003483654,0.000003447149,0.0002024133,0.000003185642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991301,0.00001989114,0.00008574453,0.00002146921,0.000001786577,0.00003352521,0.0001947312,0.000006843126,0.0005059227],"genre_scores_gemma":[0.9968897,0.00009238018,0.000735144,0.00003072353,0.000003447108,0.00004724942,0.0006743983,0.000005753045,0.001521288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7934433,"threshold_uncertainty_score":0.4107088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626420877587578,"score_gpt":0.2736186966388275,"score_spread":0.2573544878629518,"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."}}