{"id":"W4382181196","doi":"10.3390/suschem4020015","title":"Lysine-Based Silicone Surfactants","year":2023,"lang":"en","type":"article","venue":"Sustainable Chemistry","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Universidad de Guanajuato; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Silicone; Linker; Chemistry; Lysine; Polymer chemistry; Monomer; Silicone oil; Organic chemistry; Long chain; Arginine; Amino acid; Biochemistry; Polymer science; Polymer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002286935,0.0003633458,0.0001516266,0.0001910487,0.0001335141,0.0002609972,0.0002288627,0.0003163766,0.001941174],"category_scores_gemma":[0.0002982654,0.0001280177,0.0001938341,0.0002070369,0.0001228292,0.000404472,0.0002535649,0.000339645,0.001477294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995923,"about_ca_system_score_gemma":0.0002351407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003055149,"about_ca_topic_score_gemma":0.0007360557,"domain_scores_codex":[0.9997687,0.00003975485,0.00003101223,0.0000509304,0.00007599899,0.00003363044],"domain_scores_gemma":[0.9998386,0.00002575292,0.00005142561,0.00001797216,0.00004267519,0.00002360459],"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":[0.00002996608,0.000009050003,0.00008820069,0.0001065292,0.000004228818,0.00004739814,0.0000135295,0.0001247164,0.9957023,0.0002914669,0.00009788508,0.00348464],"study_design_scores_gemma":[0.0000055303,0.00008351019,0.0002351721,0.000007019267,0.000006981541,0.00016078,0.000006231966,0.000340018,0.9881689,0.00006154973,0.01092008,0.00000429684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8829491,0.01884957,0.0682636,0.0004790659,0.0003417087,0.0002793931,0.001284809,0.0008021065,0.02675071],"genre_scores_gemma":[0.9303746,0.006761411,0.04244083,0.0002468746,0.00003258063,0.00008650649,0.0009392005,0.00008782353,0.0190302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001941174,"threshold_uncertainty_score":0.006493866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008555370422611027,"score_gpt":0.2218115187356604,"score_spread":0.2132561483130494,"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."}}