{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002451934,0.0009646767,0.001000107,0.001508574,0.0002524167,0.0009226138,0.0006704872,0.0009982178,0.002410745],"category_scores_gemma":[0.0002522644,0.0003409456,0.0003303013,0.001483869,0.0005310286,0.0008833741,0.0005340371,0.001051175,0.00166062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004757591,"about_ca_system_score_gemma":0.0003922728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281944,"about_ca_topic_score_gemma":0.001271145,"domain_scores_codex":[0.9999162,0.000009892326,0.00001101269,0.00002289958,0.00002949433,0.00001056119],"domain_scores_gemma":[0.9999275,0.00002450829,0.0000178563,0.000002709727,0.00001620799,0.0000111572],"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":[0.00009048576,0.00005129671,0.0001529504,0.011831,0.00005971613,0.0001833414,0.00006265303,0.0008428568,0.008895158,0.004656543,0.01509192,0.958082],"study_design_scores_gemma":[0.00002095457,0.0001456532,0.001629913,0.001601297,0.0000777596,0.0008572097,0.00003388449,0.0001983363,0.001821111,0.001933343,0.9916558,0.00002466586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002515885,0.9983137,0.0001239004,0.00006625834,0.00009275199,0.000002816548,0.00001566667,0.000008118054,0.001125255],"genre_scores_gemma":[0.001948899,0.9963691,0.0001885861,0.0001034555,0.0001499878,0.000007791434,0.00003978346,0.000002377672,0.001189947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002410745,"threshold_uncertainty_score":0.008064747,"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."}}