{"id":"W2000781248","doi":"10.1021/la0266740","title":"Dynamic Surface Excesses of Fluorocarbon Surfactants","year":2003,"lang":"en","type":"article","venue":"Langmuir","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Celiac Association","keywords":"Fluorocarbon; Surface tension; Dynamic light scattering; Pulmonary surfactant; Critical micelle concentration; Gibbs isotherm; Chemistry; Adsorption; Drop (telecommunication); Analytical Chemistry (journal); Aqueous solution; Micelle; Thermodynamics; Chromatography; Materials science; Physical chemistry; Organic chemistry; Nanotechnology; Physics; Nanoparticle","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004566934,0.0005742972,0.0004125613,0.0004085026,0.0001974164,0.0004325016,0.0004306883,0.0003363695,0.001002778],"category_scores_gemma":[0.0008742511,0.0002383946,0.0001834652,0.0003678171,0.0002470128,0.0004207194,0.0003246723,0.0004919396,0.0001997093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000624323,"about_ca_system_score_gemma":0.0002397943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397076,"about_ca_topic_score_gemma":0.001415672,"domain_scores_codex":[0.9993821,0.00006812334,0.00003399026,0.0001279319,0.0002805328,0.0001072667],"domain_scores_gemma":[0.9993119,0.0002603843,0.0001404073,0.00006529092,0.000144526,0.00007743099],"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":[0.00004935938,0.000007087623,0.0002002117,0.0000177818,0.000003242346,0.0000185588,0.0000199335,0.0001004145,0.9986668,0.00002819798,0.00001041663,0.0008779528],"study_design_scores_gemma":[0.00000281266,0.00009833934,0.0010072,0.000002484224,0.000004299482,0.00002780956,0.00001046983,0.0006948261,0.9978449,0.00001107673,0.0002914393,0.000004331873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960038,0.0008307233,0.001637935,0.00002829005,0.000006506395,0.00001251556,0.0001036304,0.00006560037,0.00131091],"genre_scores_gemma":[0.9951133,0.0009065003,0.002275647,0.00002749413,0.000005521164,0.00003079672,0.0002765036,0.00003953126,0.001324709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001397076,"threshold_uncertainty_score":0.004529834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008456154448920948,"score_gpt":0.2249025649879757,"score_spread":0.2164464105390548,"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."}}