{"id":"W4414334820","doi":"10.1242/jeb.251288","title":"Past environments modulate response to fluctuating temperatures in a marine fish species, <i>Sebastes fasciatus</i>","year":2025,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Phenotypic plasticity; Acclimatization; Climate change; Environmental change; Marine invertebrates; Effects of global warming on oceans; Plasticity; Adaptive response; Adaptive capacity","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":[0.0005066645,0.0001156309,0.0002268686,0.0003034011,0.00007675141,0.00003601732,0.0002044282,0.00006178702,0.0005133938],"category_scores_gemma":[0.00014138,0.00008576181,0.00006215779,0.0002188553,0.00007508223,0.00008927505,0.00003637023,0.0001532178,0.00001524726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002645232,"about_ca_system_score_gemma":0.00004037583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003394789,"about_ca_topic_score_gemma":0.00002712474,"domain_scores_codex":[0.9988227,0.0003263865,0.0003805637,0.0001599451,0.0001062224,0.0002041197],"domain_scores_gemma":[0.9993595,0.0003000143,0.0001348864,0.0001065743,0.00001326451,0.00008568904],"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":[0.001952384,0.00006291935,0.1966412,0.000002630499,0.00002317018,0.00003192282,0.0002764818,0.0002635023,0.7976195,0.00001521357,0.0007340846,0.002377078],"study_design_scores_gemma":[0.0007525454,0.0007192506,0.7922864,0.00004129836,0.000004785639,0.00003458605,0.0007143565,0.00007468496,0.1806015,0.00004358808,0.02460927,0.0001177779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968894,0.0005480731,0.00001202076,0.001262589,0.0004548535,0.0001178133,0.00002965186,0.000004248747,0.0006813869],"genre_scores_gemma":[0.9971,0.00003968062,0.0007175053,0.001357923,0.00009225627,6.699977e-7,0.0000162246,0.000002369781,0.0006733817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.617018,"threshold_uncertainty_score":0.5621302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008468616947613911,"score_gpt":0.2436941884293949,"score_spread":0.235225571481781,"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."}}