{"id":"W6947719448","doi":"10.4224/8895331","title":"Buoyancy engine construction and design for an underwater glider","year":2004,"lang":"en","type":"other","venue":"NPARC","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Underwater glider; Buoyancy; Underwater; Glider; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005442441,0.0005734278,0.0003752541,0.0009597455,0.0007368511,0.0008172647,0.0009276465,0.0006389764,0.005262339],"category_scores_gemma":[0.0005307179,0.0004366864,0.0004697019,0.0004083556,0.0003222312,0.0007095041,0.0007290349,0.0008283609,0.002458874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004784625,"about_ca_system_score_gemma":0.00119803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086086,"about_ca_topic_score_gemma":0.003342237,"domain_scores_codex":[0.9995515,0.0000218468,0.00002537453,0.00004096048,0.0003205141,0.00003980432],"domain_scores_gemma":[0.9997906,0.00001301437,0.00001352994,0.00001595708,0.0001504457,0.0000164247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000372367,0.0001633021,0.006213798,0.001411508,0.00004049315,0.001497168,0.001068552,0.03073815,0.2534198,0.05540593,0.02608487,0.6235841],"study_design_scores_gemma":[0.0001330961,0.001360378,0.00764473,0.0002427415,0.000101948,0.002490117,0.0003910611,0.06451987,0.1946224,0.004315159,0.7240344,0.0001441152],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.06721217,0.001383538,0.8134648,0.00073562,0.001351049,0.001261995,0.0005791239,0.002915715,0.1110959],"genre_scores_gemma":[0.2667986,0.001896758,0.5846177,0.0002444741,0.0001221566,0.0008702759,0.001739949,0.0008344608,0.1428757],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005262339,"threshold_uncertainty_score":0.01760429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377068301770268,"score_gpt":0.2468675357522781,"score_spread":0.2130968527345754,"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."}}