{"id":"W2519133187","doi":"10.1021/acs.langmuir.6b02945","title":"Model Lung Surfactant Films: Why Composition Matters","year":2016,"lang":"en","type":"article","venue":"Langmuir","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Argonne National Laboratory; Natural Sciences and Engineering Research Council of Canada; Office of Science; Canada Foundation for Innovation; U.S. Department of Energy","keywords":"Pulmonary surfactant; Brewster's angle; Monolayer; Chemistry; Viscoelasticity; Rheology; Counterion; Chemical engineering; Phase (matter); Membrane; Thermodynamics; Crystallography; Materials science; Organic chemistry; Composite material; Ion; Optics","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":[0.0009119106,0.0004519413,0.0004469565,0.0002825756,0.0002600857,0.0007053158,0.0005449358,0.0008616298,0.0007972358],"category_scores_gemma":[0.001951836,0.0002610056,0.0002055042,0.0002314354,0.000382501,0.00161951,0.0003176986,0.0008021099,0.0004757269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405261,"about_ca_system_score_gemma":0.0002138164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006966724,"about_ca_topic_score_gemma":0.0007577026,"domain_scores_codex":[0.9994447,0.0002062985,0.00003670473,0.00008357227,0.0001844562,0.0000443182],"domain_scores_gemma":[0.9995023,0.0002306764,0.00006494085,0.00003480196,0.0001422713,0.00002495481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001902601,0.00003879187,0.0006780049,0.000272133,0.00002121811,0.00009131548,0.00005159896,0.0003173659,0.9902208,0.0005563925,0.0002077143,0.00735445],"study_design_scores_gemma":[0.00003616118,0.0003256304,0.001208701,0.00006452276,0.0000662079,0.0003210553,0.0001004431,0.003613651,0.9878714,0.001331491,0.005048414,0.00001226936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8906469,0.04633762,0.04867144,0.006538262,0.000598815,0.0003711803,0.0005667256,0.000516494,0.005752568],"genre_scores_gemma":[0.9649912,0.01663009,0.01480818,0.0009294776,0.0001160715,0.0001296547,0.0004665902,0.0001540719,0.001774556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009119106,"threshold_uncertainty_score":0.004822671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938230384941596,"score_gpt":0.2596368734748951,"score_spread":0.2402545696254791,"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."}}