{"id":"W2211325958","doi":"10.1159/000417819","title":"Alveolar Surface Tension: What Kind of Biophysical Measurements Should Be Done?","year":2015,"lang":"en","type":"book-chapter","venue":"Progress in respiratory research/Progress in research in emphysema and chronic bronchitis/Progress in respiration research","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Surface tension; Materials science; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005888131,0.001296601,0.00245344,0.001055275,0.0007657355,0.003571442,0.002698689,0.003884423,0.003758408],"category_scores_gemma":[0.009331381,0.0006110694,0.0008861118,0.0008626205,0.003409942,0.008994039,0.00146821,0.007673169,0.006735518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226116,"about_ca_system_score_gemma":0.001853487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001917384,"about_ca_topic_score_gemma":0.002022438,"domain_scores_codex":[0.9977532,0.0006304604,0.000138235,0.0002828527,0.001062294,0.0001330055],"domain_scores_gemma":[0.9963806,0.001444125,0.0001901216,0.0003731548,0.00126879,0.0003431386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003836794,0.0002363483,0.005361964,0.003776652,0.0002105681,0.0003586802,0.00061709,0.0007188607,0.04813367,0.03700427,0.1796194,0.7235788],"study_design_scores_gemma":[0.00007422943,0.0003605239,0.01099878,0.004110543,0.0002599969,0.002814781,0.002438719,0.003619089,0.05262925,0.2468628,0.6754866,0.0003445684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.008017955,0.552218,0.1350824,0.2214049,0.03210793,0.0001810318,0.001262701,0.001648053,0.04807714],"genre_scores_gemma":[0.1196639,0.4842274,0.2086044,0.08152371,0.01910146,0.0007806228,0.001597422,0.00137284,0.08312833],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005888131,"threshold_uncertainty_score":0.03113979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4502732576674249,"score_gpt":0.4905728406912827,"score_spread":0.04029958302385772,"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."}}