{"id":"W2899281174","doi":"10.1186/s12862-018-1275-1","title":"Variable gene transcription underlies phenotypic convergence of hypoxia tolerance in sculpins","year":2018,"lang":"en","type":"article","venue":"BMC Evolutionary Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bamfield Marine Sciences Centre; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Biology; Sculpin; Gene; Convergent evolution; Hypoxia (environmental); Genetics; Evolutionary biology; Phylogenetics; Zoology; Fishery","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007598301,0.00008518391,0.0001309002,0.00002112365,0.00006407268,0.000001217616,0.0001646004,0.00009733923,0.001795335],"category_scores_gemma":[0.00003695112,0.00006813321,0.00003648507,0.0002820175,0.0007034888,0.00007869009,0.00006054614,0.00005994087,0.0002102376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006260717,"about_ca_system_score_gemma":0.00001980007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002975721,"about_ca_topic_score_gemma":0.0001290364,"domain_scores_codex":[0.9991938,0.0000709373,0.0002132782,0.0002573986,0.00006581035,0.0001987444],"domain_scores_gemma":[0.9997273,0.00005068335,0.00005004753,0.0001181797,0.00001540909,0.00003837036],"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":[0.00005252466,0.0001195258,0.03969242,0.00000471071,0.000002479773,1.091781e-7,0.00003201152,0.0005963306,0.951685,0.007471824,0.0001972726,0.0001458318],"study_design_scores_gemma":[0.000281003,0.0002247506,0.8825431,0.000008851565,0.000004798647,0.000002737116,0.00002401843,0.005919753,0.02419753,0.08522746,0.001428117,0.0001378883],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808883,0.0001665434,0.01631285,0.00007942801,0.0001377689,0.0001086878,0.0000300519,0.00002091031,0.002255467],"genre_scores_gemma":[0.981241,0.00002024806,0.01835773,0.0001202435,0.00005521033,0.00001663733,0.00003725825,0.000002705748,0.00014892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9274874,"threshold_uncertainty_score":0.9991171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477056289902192,"score_gpt":0.23315819555715,"score_spread":0.2083876326581281,"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."}}