{"id":"W7073938886","doi":"","title":"Genomic Signatures Predict Migration and Spawning Failure in Wild Canadian Salmon","year":2011,"lang":"en","type":"article","venue":"UTS ePRESS (University of Technology Sydney)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Population; Fishing; Aquatic animal; Ectotherm; Selection (genetic algorithm)","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":[0.0003453689,0.0001850012,0.0001878803,0.0009168652,0.0009464298,0.0005876471,0.000520204,0.0005363725,0.001660551],"category_scores_gemma":[0.001591975,0.0002076214,0.0003165202,0.001340513,0.0007395152,0.0001854162,0.0004192359,0.0005477264,0.0001664186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002091202,"about_ca_system_score_gemma":0.002253608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6611432,"about_ca_topic_score_gemma":0.8605205,"domain_scores_codex":[0.9997225,0.00002795861,0.00001098031,0.000085206,0.00004432071,0.0001090038],"domain_scores_gemma":[0.9987846,0.0002245568,0.0003951795,0.00006652894,0.0002764023,0.0002527651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004178,0.0000159377,0.9932595,0.000005997797,0.00006774731,0.00004092087,0.0001667273,0.0003820406,0.002630301,0.00004962535,0.0002552177,0.003025559],"study_design_scores_gemma":[0.000002158576,0.00001050206,0.9992636,0.000002140013,0.00001274024,0.00001728028,0.0001962016,0.0002752936,0.00005821958,0.00003374292,0.0001242731,0.000003910062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990361,0.00006232174,0.0001049115,0.00006249452,0.000003774996,0.000002565928,0.0003961898,0.000003364118,0.0003282182],"genre_scores_gemma":[0.9987875,0.0000545454,0.0001457425,0.00004484858,0.000002646643,0.000003973354,0.0003926985,0.000004903093,0.0005633308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3388568,"threshold_uncertainty_score":0.6817047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717063127302641,"score_gpt":0.1515774989820304,"score_spread":0.134406867709004,"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."}}