{"id":"W6967253274","doi":"10.5061/dryad.bvq83bkks","title":"History of speciation inferred from genomic analysis of a species complex of north temperate fishes","year":2025,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Species complex; Arctic char; Gene flow; Lineage (genetic); Monophyly; Arctic; Range (aeronautics); Genetic algorithm","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":[0.0007431417,0.0003208649,0.0005503236,0.002148346,0.0006908146,0.0007110104,0.0006230717,0.0003505246,0.005988102],"category_scores_gemma":[0.002190288,0.0003374979,0.0003768404,0.00391119,0.0003438772,0.0003989144,0.0008351468,0.00045924,0.002330001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007445553,"about_ca_system_score_gemma":0.0005644027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0327221,"about_ca_topic_score_gemma":0.06834936,"domain_scores_codex":[0.9995938,0.00007452531,0.00003911715,0.0002057574,0.00003984889,0.00004700109],"domain_scores_gemma":[0.999235,0.0002177569,0.0001966639,0.000129144,0.0001492859,0.00007214089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001762464,0.0001428413,0.6047315,0.003389982,0.0009565247,0.0007652607,0.002577043,0.004472521,0.01317943,0.003270268,0.3290701,0.03568203],"study_design_scores_gemma":[0.0001774034,0.0000424277,0.8487157,0.0002159027,0.0001461835,0.0002811175,0.0006337606,0.0008083384,0.0005602818,0.0006166783,0.1477689,0.00003347654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1492113,0.0006983303,0.0004493649,0.0001716496,0.00002420904,0.00002360453,0.8463998,0.0001436716,0.002878081],"genre_scores_gemma":[0.08993872,0.0002507888,0.001469535,0.00008957659,0.00001050621,0.00009581797,0.9072782,0.00004414372,0.0008227936],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0327221,"threshold_uncertainty_score":0.06506324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066230286608514,"score_gpt":0.2492072823311006,"score_spread":0.2085449794650155,"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."}}