{"id":"W2610287706","doi":"10.1021/acs.langmuir.6b04162","title":"Analysis of Trisiloxane Phosphocholine Bilayers","year":2017,"lang":"en","type":"article","venue":"Langmuir","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada; Seventh Framework Programme; Austrian Science Fund","keywords":"Vesicle; Aqueous solution; Lipid bilayer; Dispersity; Siloxane; Phosphocholine; Lipid vesicle; Bilayer; Chemistry; Chemical engineering; Materials science; Polymer chemistry; Crystallography; Organic chemistry; Membrane; Phospholipid; Phosphatidylcholine; Polymer; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002927464,0.00009182275,0.000345188,0.0001057062,0.0001617339,0.0001015187,0.0005105914,0.00005157888,0.001448867],"category_scores_gemma":[0.00008556065,0.00007024121,0.0001108028,0.0001027219,0.0001261922,0.0001788086,0.00009722374,0.00002640875,0.0001709202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001085477,"about_ca_system_score_gemma":0.00001275032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000490697,"about_ca_topic_score_gemma":0.00004884719,"domain_scores_codex":[0.9991714,0.00002296519,0.0002366016,0.0001966222,0.0001875531,0.0001848178],"domain_scores_gemma":[0.9989916,0.00001719366,0.0002626997,0.0006262175,0.00005814744,0.00004414011],"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":[0.00004512628,0.00004405732,0.02686625,0.00001781966,0.00006148416,0.000006979828,0.0002082652,0.000008308733,0.9715348,0.0001717678,0.0007765184,0.0002585604],"study_design_scores_gemma":[0.0002788121,0.00001985451,0.1477592,0.000009773647,0.0002724112,6.150408e-7,0.00002906629,0.0001013663,0.8501836,0.00002475662,0.001217554,0.000102941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978075,0.00005197251,0.00004340115,0.0002038653,0.0003183146,0.00006549405,0.0000839537,0.00003534859,0.001390152],"genre_scores_gemma":[0.9989938,0.00001571297,0.000253048,0.00006690292,0.00009404708,0.000004586642,0.00001931743,0.000007409386,0.0005451676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213512,"threshold_uncertainty_score":0.9994639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229392942660775,"score_gpt":0.2974252981703108,"score_spread":0.2744860039042333,"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."}}