{"id":"W4413394910","doi":"10.1126/science.aeb6155","title":"As salmon in Alaska plummet, scientists suspect a parasite","year":2025,"lang":"en","type":"article","venue":"Science","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suspect; Chinook wind; Fishery; Parasite hosting; Biology; Geography; Fish <Actinopterygii>; Law; Political science; Oncorhynchus; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000546916,0.0002054768,0.0001532958,0.0005467708,0.002122558,0.001253124,0.0002014576,0.001514398,0.008859464],"category_scores_gemma":[0.001073786,0.0001462423,0.0001844274,0.0006093714,0.001009725,0.0009180515,0.0005307344,0.001029851,0.001070326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000661822,"about_ca_system_score_gemma":0.000922911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04438519,"about_ca_topic_score_gemma":0.1186474,"domain_scores_codex":[0.9997366,0.00006841331,0.00002130235,0.00004520028,0.0000657252,0.0000627982],"domain_scores_gemma":[0.9991792,0.0001206231,0.0001831682,0.00004557631,0.000274631,0.0001967261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001047343,0.00007326889,0.8710645,0.0002162812,0.000052102,0.001021751,0.005804208,0.0002003875,0.01452544,0.003110185,0.02977441,0.07405276],"study_design_scores_gemma":[0.00001752093,0.0004186632,0.7401145,0.0004319101,0.0001309726,0.001984673,0.04564102,0.0004580551,0.006511609,0.005101622,0.1991093,0.00008022579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7992864,0.00482353,0.002675885,0.112268,0.002616123,0.00008346139,0.001227819,0.0001840396,0.07683469],"genre_scores_gemma":[0.9382792,0.003809103,0.002872257,0.02107223,0.0005868722,0.0000273387,0.0006364332,0.0000186886,0.0326979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04438519,"threshold_uncertainty_score":0.08825368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006789257060447936,"score_gpt":0.2486999841274904,"score_spread":0.2419107270670425,"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."}}