{"id":"W3012416374","doi":"10.1126/sciadv.aay3423","title":"Species-specific molecular responses of wild coral reef fishes during a marine heatwave","year":2020,"lang":"en","type":"article","venue":"Science Advances","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Coral reef; Coral; Reef; Biology; Fishery; Coral reef fish; Ecology","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":[0.00008795629,0.00009411961,0.0001286029,0.00001801107,0.0001477117,0.00001866837,0.0004355689,0.00001797476,0.0007804353],"category_scores_gemma":[0.0001785099,0.00006833753,0.0000467404,0.0008240153,0.001566814,0.0004027239,0.0003951938,0.00007562388,0.0000723848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000360163,"about_ca_system_score_gemma":0.00001172672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001115533,"about_ca_topic_score_gemma":0.000003285463,"domain_scores_codex":[0.9987784,0.0000195673,0.0001668157,0.0003837005,0.0004041053,0.0002473902],"domain_scores_gemma":[0.9995868,0.00004436641,0.0000634218,0.0001450636,0.00001387762,0.0001465003],"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":[0.0000652708,0.0000284379,0.006701998,0.000004301545,7.685497e-7,0.000005845988,0.00006366226,0.0002544359,0.9906247,0.0001138127,0.00005316469,0.002083643],"study_design_scores_gemma":[0.00009692339,0.000128295,0.2080961,0.000006679081,0.000001560334,0.000001697966,0.0001040192,0.00007443305,0.7860054,0.001857762,0.003518543,0.0001085529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992792,0.00009869235,0.0001025503,0.001125572,0.00003371182,0.00008139732,0.000009320155,0.00002884574,0.005727918],"genre_scores_gemma":[0.9959516,0.0000492691,0.00347476,0.0002924501,0.00002435872,0.000004426856,0.000001867644,0.000002830873,0.0001984212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2046192,"threshold_uncertainty_score":0.8545219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383103233918529,"score_gpt":0.2361547220818341,"score_spread":0.2123236897426488,"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."}}