{"id":"W6967310314","doi":"10.5061/dryad.dz08kprz2","title":"Data from: Genome-wide analysis reveals demographic and life history patterns associated with habitat modification in land-locked, deep-spawning sockeye salmon (Oncorhynchus nerka)","year":2021,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Simon Fraser University; University of British Columbia","funders":"","keywords":"Fish migration; Oncorhynchus; Population; Habitat; Life history; Life history theory; Habitat fragmentation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002825198,0.0001776162,0.0002144651,0.0005811817,0.0003151724,0.0003537469,0.000179542,0.0002055132,0.00181355],"category_scores_gemma":[0.0006705113,0.0001116212,0.00022899,0.001160861,0.000143204,0.0001085353,0.0003458114,0.0002741048,0.0004687843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002337321,"about_ca_system_score_gemma":0.0004185813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03557958,"about_ca_topic_score_gemma":0.1363059,"domain_scores_codex":[0.9997976,0.0000216996,0.0000172732,0.00009588906,0.00003620702,0.00003128383],"domain_scores_gemma":[0.999532,0.00009785394,0.0001260453,0.00005209304,0.0001189031,0.00007307278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004921677,0.00006100379,0.953539,0.0002064726,0.0003418537,0.000293953,0.0005228369,0.0002387181,0.02180368,0.000100292,0.00875334,0.01364657],"study_design_scores_gemma":[0.00001207093,0.00001373288,0.9972215,0.00000712672,0.00003518385,0.00005771132,0.0001004369,0.0000670167,0.0002712427,0.00001500457,0.002194717,0.000004259899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9293745,0.0002086158,0.0004944531,0.0001348952,0.00001867594,0.00002121195,0.06873093,0.00004659787,0.0009699609],"genre_scores_gemma":[0.8307778,0.0002709366,0.002536669,0.0001964853,0.00001674226,0.0001336071,0.163461,0.00003151232,0.002575159],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03557958,"threshold_uncertainty_score":0.07074499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07815805728738665,"score_gpt":0.2996516811926678,"score_spread":0.2214936239052811,"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."}}