{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002718472,0.0001692837,0.000227205,0.00001690245,0.0001485343,0.00004836495,0.0001919466,0.0001303325,0.0005436378],"category_scores_gemma":[0.00004673996,0.0001383561,0.00009606958,0.0001204562,0.00003847212,0.00006700372,0.000051232,0.0001305031,0.0001805037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005887295,"about_ca_system_score_gemma":0.00001337863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002667446,"about_ca_topic_score_gemma":0.0001034141,"domain_scores_codex":[0.998777,0.00001130765,0.0002224093,0.0002411592,0.0002602558,0.0004878556],"domain_scores_gemma":[0.999302,0.0002068001,0.00007639651,0.0002669593,0.00003280221,0.0001150818],"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":[0.0001930345,0.0002407523,0.04125857,0.0005631527,0.0001504842,0.000869037,0.002236844,0.000004408293,0.8956042,0.0002592459,0.003161399,0.05545885],"study_design_scores_gemma":[0.0010417,0.00002557428,0.02285905,0.00007576905,0.00001747142,0.00004637043,0.001122748,0.00001437032,0.9129027,0.00004886909,0.0614832,0.0003622145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247507,0.0008295296,0.00003338673,0.00002718169,0.0002781284,0.00005936313,0.00002920195,0.0002088817,0.07378362],"genre_scores_gemma":[0.9909329,0.000004888746,0.00003685432,0.0001075361,0.000351726,0.000006555309,0.0000128832,0.00002986872,0.008516778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0661822,"threshold_uncertainty_score":0.5952453,"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."}}