{"id":"W4298213162","doi":"","title":"Miniemulsions via in situ Surfactant Generation","year":2010,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Pulmonary surfactant; In situ; Materials science; Environmental science; Chemical engineering; Chemistry; Engineering; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002160104,0.000426207,0.0003565518,0.0002231237,0.0001716342,0.0004993965,0.0002771005,0.0004352047,0.002183041],"category_scores_gemma":[0.0002375309,0.0002178358,0.0002315438,0.0001512648,0.0002343898,0.0006571289,0.0003826587,0.0005977516,0.0007966127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761549,"about_ca_system_score_gemma":0.0001192514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001262956,"about_ca_topic_score_gemma":0.0002674616,"domain_scores_codex":[0.9998773,0.00002104822,0.00001313673,0.00003488202,0.00003404319,0.0000194815],"domain_scores_gemma":[0.9998893,0.00002771031,0.00002985304,0.00001302962,0.0000285351,0.00001171018],"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":[0.0000265354,0.00001104974,0.00001384218,0.0000600235,0.000002776578,0.00002499695,0.00002611538,0.00004943655,0.9972926,0.0001905052,0.00005548667,0.002246648],"study_design_scores_gemma":[0.000007404725,0.00004032098,0.00003998527,0.000002283468,0.000005032776,0.00002266695,0.000005130199,0.0003216891,0.9977171,0.00003647595,0.001799708,0.000002287395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945078,0.003445034,0.03979035,0.0004409563,0.0002932307,0.0001884704,0.0002544342,0.0005213477,0.0099881],"genre_scores_gemma":[0.9766781,0.002198127,0.01087113,0.0001497132,0.0000693081,0.00008644919,0.0001210194,0.0001250306,0.009701103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002183041,"threshold_uncertainty_score":0.007303059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140974185296684,"score_gpt":0.2153598377556964,"score_spread":0.2039500959027295,"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."}}