{"id":"W2118096701","doi":"10.1371/journal.pone.0005816","title":"Defining Global Neuroendocrine Gene Expression Patterns Associated with Reproductive Seasonality in Fish","year":2009,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hypothalamic control of reproductive hormones","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Genomics; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey; Natural Environment Research Council; Sight Research UK; University of Ottawa","keywords":"Biology; Vertebrate; Aromatase; Gene; Gene expression; Microarray; Gene expression profiling; Internal medicine; Endocrinology; Evolutionary biology; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002738237,0.0002364034,0.000597396,0.00005234038,0.00005044199,0.00001812607,0.0001076957,0.00004418029,0.00003181959],"category_scores_gemma":[0.001743531,0.0002039215,0.00005857087,0.0003299626,0.00004772543,0.0001595884,0.0000481978,0.0003278792,0.00001168379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850498,"about_ca_system_score_gemma":0.00008638026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004304243,"about_ca_topic_score_gemma":0.00007527416,"domain_scores_codex":[0.9976074,0.0001488264,0.0003074523,0.0008504569,0.000660405,0.0004254349],"domain_scores_gemma":[0.9987086,0.00006608352,0.0001641001,0.0006729079,0.0002582869,0.0001300441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009214184,0.00351933,0.9042814,0.00003027023,0.0001955096,0.0005726751,0.0000919502,0.000008144842,0.08843324,0.00002886463,0.00008037727,0.00183681],"study_design_scores_gemma":[0.002756637,0.0006872602,0.907829,0.000521613,0.0001989866,0.00006770412,0.00003237579,0.00005532688,0.08752017,0.0001410362,0.00001014225,0.0001797493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888346,0.0002789419,0.00003457799,0.009198468,0.00002308714,0.0006366302,0.00006028695,0.0001573906,0.0007760513],"genre_scores_gemma":[0.9972641,0.00003368116,0.001443914,0.00068409,0.0001952679,0.00002860311,0.00008844121,0.00002198283,0.0002398909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008514378,"threshold_uncertainty_score":0.8315676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951363500140705,"score_gpt":0.2511546806790931,"score_spread":0.221641045677686,"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."}}