{"id":"W4244506205","doi":"10.1126/science.1128142","title":"Switchable Surfactants","year":2006,"lang":"en","type":"article","venue":"Science","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":815,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Emulsion; Chemistry; Amidine; Carbon dioxide; Emulsion polymerization; Alkyl; Aqueous solution; Polymerization; Chemical engineering; Alkane; Organic chemistry; Polymer; Hydrocarbon","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":[0.0002258176,0.00006892844,0.00007645019,0.00002647787,0.0002131634,0.0001044344,0.0003342543,0.0000269092,0.0008675425],"category_scores_gemma":[0.00002539257,0.00005652898,0.00002258942,0.000372476,0.0001523315,0.0001971929,0.00004597232,0.00004900633,0.0001770822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006028215,"about_ca_system_score_gemma":0.0001082836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005090559,"about_ca_topic_score_gemma":0.000041768,"domain_scores_codex":[0.9989218,0.000002215678,0.0001198028,0.0002412716,0.0003991874,0.0003157309],"domain_scores_gemma":[0.9995905,0.00001719714,0.00004162199,0.0002369427,0.00005204445,0.00006167435],"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":[0.000002155674,0.00001911866,0.0437557,0.000006173979,6.923302e-7,0.00000413002,0.00001758997,0.00002427598,0.9539452,0.0005169466,0.0001722448,0.00153577],"study_design_scores_gemma":[0.0002564316,0.000009020248,0.03434215,0.00003321905,0.000003145308,0.00001791308,0.000193285,0.0008657594,0.8898877,0.001475143,0.07264005,0.0002761736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7382317,0.00008399737,0.00001097287,0.0000249001,0.0001415382,0.00001463724,0.00000351245,0.00005488655,0.2614338],"genre_scores_gemma":[0.9825836,0.000001493025,0.00007973272,0.00001646908,0.00007789859,0.000002405414,5.362196e-7,0.000005132713,0.01723273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2443519,"threshold_uncertainty_score":0.9498982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005864065020886625,"score_gpt":0.2090458425018815,"score_spread":0.2031817774809949,"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."}}