{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002319386,0.0005039806,0.0002612316,0.0002917514,0.000200612,0.0005726639,0.000462373,0.0006744181,0.003354729],"category_scores_gemma":[0.000409185,0.0001871955,0.0002506392,0.0002783556,0.0002881045,0.0006743451,0.0003882245,0.0007286341,0.001623504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003048992,"about_ca_system_score_gemma":0.0001644148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002230005,"about_ca_topic_score_gemma":0.0003378246,"domain_scores_codex":[0.9996674,0.00004404717,0.00003078885,0.000103943,0.0001221851,0.00003170817],"domain_scores_gemma":[0.9998493,0.00003197593,0.00004830673,0.00001782586,0.00002689213,0.00002568129],"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":[0.00007600526,0.00002507478,0.0001576451,0.0001714855,0.00001576542,0.0001223935,0.00003489811,0.0001306329,0.9766534,0.002846916,0.0006144584,0.01915137],"study_design_scores_gemma":[0.00002058131,0.0001433148,0.0002654241,0.00001208522,0.00002134604,0.0003368584,0.00001444404,0.000547061,0.9393673,0.000591878,0.05866945,0.00001021581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6142284,0.1018755,0.1795846,0.001997339,0.002876964,0.0007002525,0.002020709,0.003682034,0.09303416],"genre_scores_gemma":[0.8664886,0.02173573,0.06439146,0.001256215,0.0002443343,0.000245866,0.001172348,0.0001664155,0.04429903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003354729,"threshold_uncertainty_score":0.01122266,"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."}}