{"id":"W4410453830","doi":"10.32942/x2c92w","title":"Oxygen supersaturation has negligible effects on warming tolerance in aquatic ectotherms","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Trent University; HORIZON EUROPE Framework Programme; Australian Government; Ministry of Natural Resources","keywords":"Ectotherm; Supersaturation; Oxygen; Global warming; Environmental science; Atmospheric sciences; Ecology; Climate change; Biology; Chemistry; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003013038,0.0002984788,0.0004112067,0.0001933193,0.0002193406,0.0002328651,0.0001622301,0.000197857,0.001039543],"category_scores_gemma":[0.0005719226,0.0001733536,0.0002506643,0.0001128384,0.0005952541,0.000244902,0.0004987805,0.0003295257,0.00008014217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105907,"about_ca_system_score_gemma":0.0001287276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113454,"about_ca_topic_score_gemma":0.003567752,"domain_scores_codex":[0.9998075,0.00004896242,0.00002127657,0.00005882106,0.00003701708,0.00002624954],"domain_scores_gemma":[0.9993604,0.000209739,0.0001738062,0.000113838,0.00004266023,0.00009960205],"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":[0.002770879,0.00016926,0.05574156,0.0001232092,0.0001365155,0.00005189732,0.0001472992,0.001105241,0.931756,0.00003975608,0.00003139574,0.007927042],"study_design_scores_gemma":[0.00004570627,0.007715401,0.8176756,0.00001541803,0.0001485221,0.00008526506,0.0001834365,0.001180535,0.1723499,0.0001361168,0.000450558,0.00001356434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996719,0.00006846756,0.0000832835,0.000004011337,9.451433e-7,0.000003579388,0.00002108234,0.00000179164,0.0001449135],"genre_scores_gemma":[0.9992331,0.00008084614,0.0002586433,0.00003011694,0.000002363409,0.00001847182,0.0001262884,0.000006335005,0.0002437575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00113454,"threshold_uncertainty_score":0.003477573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144590542839013,"score_gpt":0.2524499988444476,"score_spread":0.2379909445605463,"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."}}