{"id":"W2145033658","doi":"10.1242/jeb.084442","title":"A PERFECT STORM OF GENES","year":2013,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Brown trout; Trout; Salmo; Biology; Genetically modified organism; Hybrid; Fishery; Economic shortage; Offspring; Genetically modified food; Zoology; Ecology; Fish <Actinopterygii>; Gene; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009483818,0.00007484163,0.0001402636,0.00003987152,0.00002158181,0.000004009341,0.0001086057,0.00008771971,0.00009963488],"category_scores_gemma":[0.00001731477,0.00005448253,0.0001078392,0.00002897635,0.00009650994,0.000003093993,0.00005151441,0.00004648566,0.0000059708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008452107,"about_ca_system_score_gemma":0.00002908436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001680817,"about_ca_topic_score_gemma":9.219409e-7,"domain_scores_codex":[0.9994562,0.00003722745,0.000248326,0.000111242,0.00004854998,0.00009842772],"domain_scores_gemma":[0.9995078,0.000003434181,0.0002091829,0.000111297,0.0001240403,0.00004425489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006158282,0.00009216073,0.004406906,0.000002383978,0.00004783549,4.772809e-7,0.00005250563,0.000004364768,0.9929715,0.00003447323,0.0008375699,0.001488254],"study_design_scores_gemma":[0.000273731,0.002453413,0.001919192,0.000003587234,0.000006431713,0.00009976039,0.0003190073,0.000003596812,0.9826397,0.00002710421,0.01219321,0.00006126813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874107,0.01169701,0.0001184275,0.00006665833,0.0003208964,0.0000641273,0.000001434813,0.000001047249,0.0003197014],"genre_scores_gemma":[0.9982233,0.0003781327,0.0007906767,0.00005272786,0.0004196938,0.000002861516,0.000004278906,0.000007326107,0.0001209895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135564,"threshold_uncertainty_score":0.2221733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114483220258638,"score_gpt":0.275348931497796,"score_spread":0.2642040992952096,"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."}}