{"id":"W4229011101","doi":"10.1242/jeb.242503","title":"Physiological and behavioural strategies of aquatic animals living in fluctuating environments","year":2022,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of British Columbia; The Scarborough Hospital; University of Toronto; Western University; University of Manitoba; Université de Montréal; University of Alberta","funders":"Fonds de recherche du Québec – Nature et technologies; European Commission; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Villum Fonden; Great Lakes Fishery Commission","keywords":"Organism; Ecology; Biology; Phenotypic plasticity; Stressor; Habitat; Adaptation (eye); Ocean acidification; Intertidal zone; Climate change; Neuroscience","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":[0.0001669459,0.00007989669,0.0002003187,0.00002652782,0.00006356697,0.000003997242,0.000150572,0.0000324529,0.001005569],"category_scores_gemma":[0.00003250341,0.0000569609,0.00005087324,0.00007726911,0.0002464541,0.0000760585,0.0003456884,0.0001582288,0.000002304551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007713162,"about_ca_system_score_gemma":0.000005328942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005362115,"about_ca_topic_score_gemma":0.000001627639,"domain_scores_codex":[0.9991437,0.0001409092,0.0003420179,0.0001247965,0.0001122991,0.0001363209],"domain_scores_gemma":[0.9995962,0.00009383065,0.0002219952,0.00004371418,0.000001245883,0.00004297171],"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":[0.00002790175,0.000258889,0.02431246,6.226174e-7,0.000004837621,0.000003660397,0.0003484426,0.0001216823,0.9745791,0.00009437566,0.00001259592,0.0002354573],"study_design_scores_gemma":[0.0007415229,0.004533509,0.5807025,0.00001861156,0.00001351792,0.00008122047,0.01343565,0.0006136206,0.3949532,0.004595707,0.00008134368,0.0002295044],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993235,0.0003659711,0.00001064667,0.000034808,0.00003401344,0.00005265707,0.000003511306,0.000001730942,0.0001731607],"genre_scores_gemma":[0.9992678,0.00001457933,0.0006382205,0.00005032835,0.00001205863,0.000006795142,0.00000183282,0.000002527642,0.000005831079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5796258,"threshold_uncertainty_score":0.9999077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615917475177413,"score_gpt":0.2823304122612683,"score_spread":0.2461712375094942,"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."}}