{"id":"W4412779950","doi":"10.1038/s41597-025-05653-x","title":"Sea lice infestation dataset for wild and farmed salmon populations on the Pacific coast of Canada (2001–2023)","year":2025,"lang":"en","type":"article","venue":"Scientific Data","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health PEI; University of Prince Edward Island","funders":"","keywords":"Infestation; Fishery; Biology; Aquaculture; Lepeophtheirus; Juvenile; Fishing; Geography; Ecology; Fish <Actinopterygii>","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":[0.0004959169,0.0000557555,0.00005691679,0.00003276808,0.0005095631,0.00004399044,0.0003883821,0.00002293448,0.0002250599],"category_scores_gemma":[0.000314145,0.00004143657,0.00000719758,0.0002527222,0.0002450958,0.0001820088,0.0002339942,0.00005850504,0.00001778993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004694733,"about_ca_system_score_gemma":0.00008256844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05686276,"about_ca_topic_score_gemma":0.6563703,"domain_scores_codex":[0.9992768,0.00004167752,0.0001293373,0.0003031856,0.0001107033,0.0001382516],"domain_scores_gemma":[0.9989648,0.0002173101,0.00006098017,0.0007114069,0.00001166834,0.00003382277],"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":[0.00001324784,0.00003036884,0.03426863,0.000003908814,0.000006859337,1.990992e-7,0.00003509604,0.00006411158,0.001319386,0.0004743926,0.9623632,0.001420543],"study_design_scores_gemma":[0.00009665341,0.00001350297,0.2347641,0.00001439612,0.00001983286,0.000001105187,0.0003467699,0.003407618,0.0003417498,0.0003537455,0.7605795,0.00006111082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7354906,0.00003466485,0.001041886,0.006608402,0.002697628,0.0008022475,0.2476445,0.0000147951,0.00566524],"genre_scores_gemma":[0.9370226,0.000004300308,0.0003807736,0.0003576671,0.00001187384,0.00002305439,0.05479186,0.000003230513,0.007404699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5995075,"threshold_uncertainty_score":0.9494177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05647210817180835,"score_gpt":0.3538466569318007,"score_spread":0.2973745487599924,"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."}}