{"id":"W2026189462","doi":"10.1097/00002480-200607000-00040","title":"LATEST SYSTEM DEVELOPMENTS FOR A TIDAL LIQUID VENTILATOR","year":2006,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Condenser (optics); Heat exchanger; Volume (thermodynamics); Piston pump; Vapours; Piston (optics); Mechanical engineering; Materials science; Mechanics; Gas compressor; Engineering; Thermodynamics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001668639,0.0009500387,0.0009448833,0.001266573,0.0005188324,0.001219186,0.001994573,0.001286307,0.03011764],"category_scores_gemma":[0.001588466,0.0006210669,0.0006436393,0.0006704515,0.0001788191,0.001926882,0.001039422,0.00156969,0.02069156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006840588,"about_ca_system_score_gemma":0.0008548981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006603722,"about_ca_topic_score_gemma":0.00053742,"domain_scores_codex":[0.9986091,0.0001306116,0.0001362588,0.0002055769,0.0008325583,0.00008587359],"domain_scores_gemma":[0.9988795,0.0001362543,0.00005415803,0.0001281201,0.0006987458,0.0001032231],"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":[0.0008640174,0.000197671,0.001543762,0.001365404,0.00009082886,0.0003922955,0.0002454148,0.001820113,0.2047397,0.008432616,0.06872905,0.7115791],"study_design_scores_gemma":[0.0001285754,0.001073783,0.002238187,0.0001991632,0.0002081758,0.001680663,0.0000320053,0.01247532,0.07136005,0.001050109,0.9094433,0.0001106737],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0136163,0.01570452,0.8685286,0.001835099,0.003278639,0.001373765,0.003268491,0.03437838,0.05801627],"genre_scores_gemma":[0.1333705,0.01955162,0.6610858,0.002984955,0.002540505,0.002940107,0.01588858,0.004302768,0.1573351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03011764,"threshold_uncertainty_score":0.1007535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004021819437935811,"score_gpt":0.1801587931355668,"score_spread":0.176136973697631,"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."}}