{"id":"W1977030136","doi":"10.1021/la991569k","title":"Interaction of PBMA Latex Particles with Nonionic Surfactants in Aqueous Solution","year":2000,"lang":"en","type":"article","venue":"Langmuir","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Enthalpy; Adsorption; Chemistry; Isothermal microcalorimetry; Pulmonary surfactant; Ethylene oxide; Aqueous solution; Endothermic process; Chemical engineering; Nonylphenol; Polymer chemistry; Copolymer; Organic chemistry; Thermodynamics; Polymer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006397633,0.0000888162,0.0001519879,0.00002325148,0.00003110928,0.00001506132,0.00007159983,0.00006419437,0.001832946],"category_scores_gemma":[0.000004440545,0.00007055105,0.00002858849,0.0001253005,0.00002239184,0.000103055,0.000007986336,0.00008773842,0.00006920406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005928411,"about_ca_system_score_gemma":0.00001831785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240789,"about_ca_topic_score_gemma":0.0008144486,"domain_scores_codex":[0.9993244,0.0000180369,0.0002013261,0.0001414366,0.0001361001,0.0001786835],"domain_scores_gemma":[0.9997221,0.00002727923,0.00006826089,0.0001333227,0.00001970797,0.00002938641],"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":[0.001099937,0.0005018052,0.3044144,0.0002374368,0.00009707281,0.00008775069,0.001884576,0.000896201,0.5325874,0.00008635325,0.0002623966,0.1578447],"study_design_scores_gemma":[0.005038568,0.0002774124,0.2853079,0.001024415,0.00006814619,0.0001940912,0.002226628,0.01286363,0.6576583,0.0002171227,0.03411866,0.001005107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802703,0.0001405798,0.000003014802,0.00004898535,0.00002883753,0.0000426675,0.000009845457,0.00004083225,0.01941495],"genre_scores_gemma":[0.9984174,0.0000211129,0.00002375227,0.00001023842,0.00003273511,0.000007255581,0.000008162645,0.00001264871,0.001466689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1568396,"threshold_uncertainty_score":0.9990795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087974915729251,"score_gpt":0.2235687728918032,"score_spread":0.2126890237345107,"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."}}