{"id":"W4411193002","doi":"10.1002/advs.202415151","title":"Pressure‐Induced Ultralow Critical Micelle Concentration of Surfactant for Encapsulating Dye","year":2025,"lang":"en","type":"article","venue":"Advanced Science","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"People's Government of Jilin Province; National Natural Science Foundation of China; Natural Science Foundation of Jilin Province","keywords":"Pulmonary surfactant; Micelle; Critical micelle concentration; Chemical engineering; Materials science; Chemistry; Nanotechnology; Organic chemistry; Aqueous solution","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":[0.0002871215,0.000105391,0.000185893,0.00002716696,0.0002504255,0.0000461778,0.0003054804,0.00005244056,0.00005651122],"category_scores_gemma":[0.001008247,0.00009693149,0.00005187933,0.0003573424,0.0002180493,0.0003200481,0.00002232314,0.00007262704,0.00000107566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004806897,"about_ca_system_score_gemma":0.0002237264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003079014,"about_ca_topic_score_gemma":0.000003944142,"domain_scores_codex":[0.998697,0.000009184527,0.0003216504,0.000351679,0.0002853704,0.0003350483],"domain_scores_gemma":[0.998917,0.0003955685,0.0001001742,0.0002483787,0.0002716587,0.00006725018],"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":[0.0000290484,0.00002429101,0.001244972,0.0001266864,0.000005902049,3.089508e-7,0.0001082852,0.0004129361,0.9908003,0.004218651,0.000005537787,0.003023073],"study_design_scores_gemma":[0.0003734524,0.00002288088,0.0003523701,0.0001477903,0.00001481984,5.842265e-7,0.0004068031,0.01385012,0.9830964,0.0008573839,0.0007668857,0.0001104888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803822,0.0002735061,0.00353132,0.00008613835,0.0004187358,0.0001842428,0.00003151035,0.00004336601,0.01504895],"genre_scores_gemma":[0.9962416,0.000004850011,0.002955447,0.00002725367,0.00002155651,0.00002308465,0.000001935067,0.000005686655,0.0007185885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01585937,"threshold_uncertainty_score":0.3952751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311787248450137,"score_gpt":0.3139009592077181,"score_spread":0.3007830867232167,"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."}}