{"id":"W7128180920","doi":"10.1093/icesjms/fsaf104","title":"Spatiotemporal patterns of salmon winter habitat usage in the Northeast Pacific uncovered by environmental DNA","year":2025,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia; Asia Pacific Foundation of Canada; Fisheries and Oceans Canada","funders":"","keywords":"Biome; Ecosystem; Habitat; Forage fish; Trophic level; Marine ecosystem; Marine habitats; Apex predator","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002622001,0.0001208494,0.0001443931,0.0007234835,0.0002852203,0.0003979765,0.0001934358,0.0001855367,0.0009092228],"category_scores_gemma":[0.0006417249,0.0001343407,0.0001742216,0.001369955,0.0002573607,0.0002192624,0.0005350735,0.0002357199,0.0001047582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556681,"about_ca_system_score_gemma":0.0002795471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03119885,"about_ca_topic_score_gemma":0.07565939,"domain_scores_codex":[0.9998065,0.00002871802,0.00001665587,0.00007822344,0.00002824155,0.00004169812],"domain_scores_gemma":[0.9994149,0.00006865458,0.0002682742,0.0000338762,0.000110634,0.0001035245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003338132,0.000003849427,0.9962659,0.000009595986,0.00002714912,0.00002600481,0.0001972181,0.00003138117,0.001793653,0.00001127778,0.00007683244,0.001523712],"study_design_scores_gemma":[3.831513e-7,0.000005618202,0.9993229,0.000003241479,0.000006514339,0.00002585872,0.0003645344,0.00007274742,0.00006395537,0.000007560795,0.0001251795,0.000001475125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988791,0.00007912204,0.00008884739,0.00001652728,0.000001542631,0.000002000958,0.0007028722,0.000002119203,0.0002277799],"genre_scores_gemma":[0.9988781,0.00005559386,0.0001137569,0.00001502421,0.000001866952,0.000005552246,0.0007729091,0.000001845768,0.0001554426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03119885,"threshold_uncertainty_score":0.06203455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006134664825554908,"score_gpt":0.2076499604261021,"score_spread":0.2015152956005472,"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."}}