{"id":"W4252529934","doi":"10.1021/ja902869q","title":"“Breathing” Vesicles","year":2009,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Vesicle; Chemistry; Swelling; Ethylene oxide; Copolymer; Polystyrene; Polymer chemistry; Protonation; Polymer; Materials science; Composite material; Organic chemistry; Membrane","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":[],"consensus_categories":[],"category_scores_codex":[0.00006475524,0.0000923001,0.0002084148,0.000004461167,0.00005054058,0.00001931126,0.0003221807,0.00003368496,0.00005869629],"category_scores_gemma":[0.00005269326,0.00005792282,0.0004004777,0.0001174881,0.000126007,0.00008664553,0.00002871335,0.0002503959,0.000001419348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006882453,"about_ca_system_score_gemma":0.000026624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001681703,"about_ca_topic_score_gemma":1.19431e-8,"domain_scores_codex":[0.9992926,0.000009350649,0.0002565951,0.0000774902,0.0002237613,0.0001402057],"domain_scores_gemma":[0.999045,0.00005226795,0.0006291267,0.000163304,0.00004783526,0.00006251501],"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":[0.00001875483,0.00005105783,0.0003770257,0.000003632178,0.0000257686,9.287887e-7,0.0001803728,0.000002605116,0.9643766,0.00001635915,0.001089569,0.03385727],"study_design_scores_gemma":[0.0001305893,0.00001503596,0.001361712,0.00003730199,0.0000317331,0.00005082977,0.0002044735,0.00003927797,0.9938022,0.000397737,0.003848894,0.0000802436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963692,0.0001356625,0.0002423952,0.002548514,0.00004118005,0.000008158006,0.000002587536,0.00001315536,0.0006391068],"genre_scores_gemma":[0.9957214,0.00009031681,0.001946049,0.001668755,0.0004418055,2.830498e-7,5.807807e-7,0.000008515813,0.0001222756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03377703,"threshold_uncertainty_score":0.2362024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007269940204671819,"score_gpt":0.2384863333438909,"score_spread":0.2312163931392191,"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."}}