{"id":"W7114807491","doi":"10.15468/m5zjgt","title":"DFO audits of sea lice at finfish aquaculture sites","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Aquaculture; Audit; Fish <Actinopterygii>; Fish farming; Terminology; Lepeophtheirus","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":[0.001512951,0.0009872279,0.0009349738,0.006176252,0.001265745,0.001849777,0.00213173,0.001222511,0.03734495],"category_scores_gemma":[0.01160065,0.0006541325,0.0007456985,0.01538392,0.0003660415,0.001025695,0.00177368,0.001254167,0.02255617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006350044,"about_ca_system_score_gemma":0.01021438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.575043,"about_ca_topic_score_gemma":0.6632217,"domain_scores_codex":[0.9972274,0.000273226,0.0003955784,0.0004644917,0.001123108,0.0005161445],"domain_scores_gemma":[0.9880552,0.001611833,0.00178144,0.001172398,0.006580193,0.0007989877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000589097,0.0000161456,0.005610727,0.0006635095,0.00002451264,0.00002935716,0.00004158284,0.0002025484,0.00004661408,0.0003966102,0.9892437,0.003665597],"study_design_scores_gemma":[0.0001153042,0.00001867953,0.08141686,0.001045729,0.0000366288,0.00006767979,0.0003600071,0.0004410756,0.0003069186,0.0004313058,0.9157024,0.00005745344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003074222,0.00004407436,0.00001936754,0.00004336962,0.000009838157,0.00001514806,0.9982862,0.00003700269,0.001237553],"genre_scores_gemma":[0.001377936,0.0001012704,0.0001627441,0.00004415066,0.000005497361,0.0001226251,0.9959893,0.00002626912,0.002170153],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.575043,"threshold_uncertainty_score":0.8549194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695100622891347,"score_gpt":0.2222548315670554,"score_spread":0.205303825338142,"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."}}