{"id":"W4402837241","doi":"10.1152/physiol.00017.2024","title":"Buoyancy Regulation in Insects","year":2024,"lang":"en","type":"review","venue":"Physiology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Buoyancy; Neutral buoyancy; Volume (thermodynamics); Aeration; Hydrostatic pressure; Oxygen; Respiration; Environmental science; Ecology; Biology; Chemistry; Mechanics; Anatomy; Thermodynamics; Fishery","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":["insufficient_payload"],"category_scores_codex":[0.00004195359,0.0002024887,0.000576259,0.00003852654,0.00002154446,0.000005710608,0.0001996989,0.0002225333,0.001045933],"category_scores_gemma":[0.00002638413,0.0001244892,0.0001756006,0.0004184538,0.0001206092,0.00003552664,0.0002575941,0.000288565,0.00510677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093533,"about_ca_system_score_gemma":0.00001243347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004944003,"about_ca_topic_score_gemma":0.00001358084,"domain_scores_codex":[0.9989259,0.00008489453,0.0002709652,0.0004392223,0.00006879661,0.0002102296],"domain_scores_gemma":[0.9996513,0.00006926153,0.00006787923,0.0001687442,0.000001668942,0.00004111758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004095362,0.0001293342,0.000001596442,0.00216446,0.00002177021,0.000006439196,0.00002436223,0.0000299948,0.01210932,0.0005477525,0.005041728,0.9799191],"study_design_scores_gemma":[0.00003062143,0.00003129533,0.0008797065,0.0007855107,0.00006726364,0.000002901103,7.556581e-7,0.00003138573,0.00001205885,0.0359349,0.9620121,0.0002115083],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007391497,0.9954846,0.00000183232,0.00002452085,0.0001465177,0.0002412663,0.00001291502,0.00004705573,0.003302129],"genre_scores_gemma":[0.005663486,0.9933553,0.00006015871,0.00005595222,0.0001044713,0.0001026984,0.000152249,0.00001339366,0.0004922638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9797077,"threshold_uncertainty_score":0.9998673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05622102919586908,"score_gpt":0.3131031522949024,"score_spread":0.2568821230990334,"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."}}