{"id":"W1994223182","doi":"10.1021/la0632068","title":"Interaction between Block Copolymer Micelles and Azobenzene-Containing Surfactants:  From Coassembly in Water to Layer-by-Layer Assembly at the Interface","year":2007,"lang":"en","type":"article","venue":"Langmuir","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Azobenzene; Copolymer; Micelle; Layer (electronics); Layer by layer; Amphiphile; Block (permutation group theory); Chemical engineering; Materials science; Self-assembly; Interface (matter); Polymer chemistry; Pulmonary surfactant; Chemistry; Nanotechnology; Molecule; Organic chemistry; Composite material; Aqueous solution; Polymer; 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":[0.0001640362,0.000222444,0.0002502185,0.00004888089,0.0001303706,0.00006586267,0.0001697179,0.0001410938,0.0003856978],"category_scores_gemma":[0.00001874285,0.0001561115,0.00003992066,0.00007260698,0.00002292916,0.0001726505,0.0001588333,0.0001931609,0.00007791422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080135,"about_ca_system_score_gemma":0.000005876803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00080063,"about_ca_topic_score_gemma":0.001015596,"domain_scores_codex":[0.9987192,0.00003319544,0.0003557387,0.0003523225,0.0001653914,0.0003741222],"domain_scores_gemma":[0.9992629,0.0002930177,0.000103517,0.0002285102,0.00002423186,0.00008787405],"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":[0.000148409,0.000024221,0.03865311,0.00001043459,0.00003446293,0.000004654396,0.0021425,0.000003589381,0.9534321,0.000001898581,0.000318472,0.005226185],"study_design_scores_gemma":[0.0003283402,0.00001589894,0.009347531,0.0000710596,0.00002410697,0.000002716927,0.001420612,0.00002440214,0.9661641,0.000005998303,0.02237524,0.0002200357],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965777,0.0004395935,0.0003611541,0.0007310266,0.0001039324,0.00007585854,0.00007217749,0.00005379079,0.001584726],"genre_scores_gemma":[0.9980156,0.00002057707,0.00004391866,0.0002525256,0.0001948532,0.00001012117,0.0001303537,0.00004274356,0.001289238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02930558,"threshold_uncertainty_score":0.6366042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761529376019929,"score_gpt":0.2856426157538907,"score_spread":0.2680273219936914,"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."}}