{"id":"W2047545845","doi":"10.1126/science.1196901","title":"Genomic Signatures Predict Migration and Spawning Failure in Wild Canadian Salmon","year":2011,"lang":"en","type":"article","venue":"Science","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; ASL Environmental Sciences (Canada); University of British Columbia; Carleton University; Fisheries and Oceans Canada","funders":"","keywords":"Spawn (biology); Biology; Oncorhynchus; Fishery; Threatened species; Genomic sequencing; Population; Zoology; Fish <Actinopterygii>; Ecology; Genome; Gene; Genetics; Demography","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":[0.0002909294,0.00005158361,0.00004601385,0.00008639152,0.0002487152,0.00001461009,0.0001388972,0.00002677016,0.0002400694],"category_scores_gemma":[0.00002655498,0.00004698046,0.00000493249,0.00025223,0.0005203144,0.0002928614,0.0001286671,0.00006324782,0.00004558891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073487,"about_ca_system_score_gemma":0.0000186322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03936801,"about_ca_topic_score_gemma":0.8812755,"domain_scores_codex":[0.9993817,0.00001014577,0.00005975886,0.0002239832,0.00008856369,0.0002358939],"domain_scores_gemma":[0.9998246,0.000007187671,0.00001902398,0.00007802142,0.000002274774,0.00006889232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001478532,0.00000500009,0.9959637,0.000001107133,7.892895e-7,0.000006804232,0.001368127,0.00006584122,0.0007206618,0.0002261222,0.001324114,0.0003162606],"study_design_scores_gemma":[0.00004748778,0.00002259817,0.9968201,0.000003229791,0.000001886134,0.000001418058,0.0002538103,0.0002531563,0.0001276329,0.001040083,0.001371942,0.00005667229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795628,0.00001704081,0.00001310275,0.0005297768,0.00006657642,0.0001058116,7.735766e-7,0.00001043031,0.0196937],"genre_scores_gemma":[0.9987072,0.00001799972,0.0007447268,0.0003601074,0.000005285405,0.000006964104,3.760456e-7,0.000001807842,0.0001555311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8419074,"threshold_uncertainty_score":0.9670289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007169600759872015,"score_gpt":0.1778679243551829,"score_spread":0.1706983235953108,"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."}}