{"id":"W2006271118","doi":"10.1371/journal.pone.0091208","title":"Speciation Reversal in European Whitefish (Coregonus lavaretus (L.)) Caused by Competitor Invasion","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Norges Forskningsråd","keywords":"Coregonus lavaretus; Genetic algorithm; Coregonus; Biology; Fishery; Ecology; Fish <Actinopterygii>","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":[0.0001681234,0.000136368,0.0001264107,0.000527353,0.0003069346,0.0002544255,0.0001670301,0.0002170805,0.0005251727],"category_scores_gemma":[0.0004115298,0.0001105858,0.000220293,0.0002060644,0.0003577218,0.0001602957,0.000477366,0.0001725808,0.00008154825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003456168,"about_ca_system_score_gemma":0.00017792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004845644,"about_ca_topic_score_gemma":0.0165224,"domain_scores_codex":[0.9998814,0.00001516327,0.00001063169,0.00005186959,0.00001998252,0.00002088438],"domain_scores_gemma":[0.9997693,0.0000204701,0.0001295955,0.00001434971,0.00002185066,0.00004453795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001381628,0.00003592896,0.8679338,0.00002853602,0.00006241954,0.0006828706,0.0007422623,0.0001925878,0.1216735,0.0001074232,0.00007183252,0.008330638],"study_design_scores_gemma":[0.000002057478,0.00003066909,0.9986894,0.000002149664,0.000006421618,0.0002476602,0.0001422011,0.0001245765,0.000604211,0.00001554485,0.0001321621,0.000003117368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998593,0.00002585945,0.0000279143,0.000004754252,5.477652e-7,5.753882e-7,0.000008666839,0.000001453919,0.00007085487],"genre_scores_gemma":[0.9997347,0.00001976156,0.00006525803,0.00001009038,0.0000010484,0.000001383386,0.00004658935,9.113031e-7,0.0001202027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004845644,"threshold_uncertainty_score":0.009634912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089768366116931,"score_gpt":0.1881223842342861,"score_spread":0.1672247005731168,"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."}}