{"id":"W2016962395","doi":"10.1111/j.1365-294x.2008.03696.x","title":"The transcriptomics of life‐history trade‐offs in whitefish species pairs ( <i>Coregonus</i> sp.)","year":2008,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Biology; Coregonus; Ecology; Fishery; Zoology; Evolutionary biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001432525,0.0001406763,0.0001987255,0.00005394017,0.0000987212,0.000003911153,0.0002822405,0.0002352146,0.000057795],"category_scores_gemma":[0.00008498119,0.0001307306,0.0001350599,0.00008617488,0.0003502661,0.000002670007,0.00005491794,0.0001517854,0.000004001324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003122348,"about_ca_system_score_gemma":0.000165071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002341803,"about_ca_topic_score_gemma":0.0003674228,"domain_scores_codex":[0.9989409,0.0001632544,0.0002715351,0.0002543891,0.0001168605,0.0002530183],"domain_scores_gemma":[0.9994588,0.00002239427,0.00009995396,0.0003124276,0.00003668815,0.00006966912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000524685,0.0002300409,0.3049863,0.00005520618,0.0002397504,0.0001317935,0.001708201,0.003025255,0.6170124,0.002885791,0.06800315,0.001197407],"study_design_scores_gemma":[0.001325784,0.0002775341,0.5282815,0.000003748752,0.00002781769,0.00005544605,0.0002746655,0.0000319965,0.02708081,0.000205368,0.442157,0.0002783721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936882,0.001786199,0.0002417203,0.0006992638,0.0004473052,0.0001609327,0.00001654115,0.000007160907,0.002952632],"genre_scores_gemma":[0.9971649,0.0004261459,0.000294215,0.001319465,0.00004983386,0.000007167555,0.00005438539,0.00001430242,0.0006695995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5899316,"threshold_uncertainty_score":0.5331037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318358256912071,"score_gpt":0.1821074564035411,"score_spread":0.1689238738344204,"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."}}