{"id":"W1963669763","doi":"10.1021/la062798r","title":"Memory Effects Across Surfactant Mesophases","year":2007,"lang":"en","type":"article","venue":"Langmuir","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"Centre National de la Recherche Scientifique","keywords":"Pulmonary surfactant; Materials science; Chemical engineering; Chemistry; Nanotechnology; Mineralogy; Engineering","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":[0.00009881755,0.0001993547,0.0001530652,0.0003088682,0.0002558047,0.0002286121,0.000210397,0.0001624573,0.001207761],"category_scores_gemma":[0.0003401833,0.0001172395,0.0001191841,0.0001863508,0.0003720238,0.0004244454,0.000194275,0.0003519558,0.0001087047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676302,"about_ca_system_score_gemma":0.0001232998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003527144,"about_ca_topic_score_gemma":0.0006932698,"domain_scores_codex":[0.9999123,0.000005728816,0.000006648706,0.00002378649,0.00002517054,0.00002633386],"domain_scores_gemma":[0.9997885,0.0000590318,0.00005284717,0.00002447237,0.00004445724,0.00003078606],"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":[0.00007695791,0.000005500214,0.0004262265,0.00002636203,0.000005217435,0.0000470739,0.00002982197,0.00006908469,0.9976757,0.00009069422,0.00001531126,0.001532082],"study_design_scores_gemma":[0.000004222987,0.0001014755,0.00291811,0.000002466406,0.0000101441,0.00008984409,0.00002212839,0.0003916691,0.9960099,0.0000654128,0.0003797547,0.000004722089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965494,0.000812297,0.001250991,0.00003353129,0.00001066329,0.00000968034,0.0001435859,0.00009810102,0.00109174],"genre_scores_gemma":[0.9989084,0.0002417377,0.0003939776,0.00002184324,0.000006346622,0.000007019325,0.00009970732,0.00001233783,0.0003086393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001207761,"threshold_uncertainty_score":0.00404036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008443402649757435,"score_gpt":0.2678090980756124,"score_spread":0.259365695425855,"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."}}