{"id":"W3188927910","doi":"10.11159/icnfa21.112","title":"Spontaneous Emulsification Via Phase Inversion At AmbientTemperature For Stable N-Octane–Aerosol-OT/Water Microemulsions","year":2021,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lomonosov Moscow State University","keywords":"Microemulsion; Aerosol; Phase inversion; Octane; Materials science; Inversion (geology); Phase (matter); Chemical engineering; Chromatography; Chemistry; Organic chemistry; Geology; Pulmonary surfactant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009130657,0.0002973141,0.0003755334,0.0001103943,0.0004018812,0.0001246302,0.0008087178,0.0002382513,0.0001339707],"category_scores_gemma":[0.0002112183,0.0001958783,0.0001955399,0.000408269,0.0001450312,0.000146669,0.0004629916,0.0003115052,0.00001289579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253256,"about_ca_system_score_gemma":0.00003450841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002057676,"about_ca_topic_score_gemma":0.0000971688,"domain_scores_codex":[0.9982808,0.0000040338,0.0004023066,0.0005417657,0.0003345706,0.0004364853],"domain_scores_gemma":[0.9988153,0.00008403704,0.0002963022,0.0004397665,0.0003066529,0.00005792854],"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":[0.0003467868,0.0001547086,0.0005110798,0.0001816539,0.00005965233,0.00001145384,0.00008067476,0.000002796606,0.9764985,0.0003494759,0.01829204,0.003511165],"study_design_scores_gemma":[0.001127356,0.00005090184,0.000004820553,0.0003590428,0.00005168665,0.00009027853,0.000974444,0.0001128622,0.9223588,0.0005639165,0.07406663,0.0002392494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909989,0.0003996378,0.000002236326,0.004594504,0.0004789207,0.0003744082,0.00007813882,0.0004983043,0.002574955],"genre_scores_gemma":[0.9282783,0.00006040067,0.0003046756,0.00009216532,0.0000491913,0.00007498124,0.00002205539,0.00003708796,0.07108112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06850616,"threshold_uncertainty_score":0.7987685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317923076034015,"score_gpt":0.2405624147253454,"score_spread":0.2273831839650053,"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."}}