{"id":"W2269458522","doi":"","title":"Improved simulation of miniemulsion NMP of acrylates: relevance of partitioning and short chain branch formation","year":2015,"lang":"en","type":"article","venue":"Ghent University Academic Bibliography (Ghent University)","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flemish; Miniemulsion; Government (linguistics); Chain (unit); Relevance (law); Political science; Library science; Public administration; Accounting; Business; Chemistry; Computer science; Physics; Philosophy; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002502406,0.0001766305,0.0003557654,0.00381506,0.000100185,0.000006923326,0.0003019966,0.0003076772,0.00002805052],"category_scores_gemma":[0.00002794555,0.0002101438,0.000179276,0.006305092,0.0002037891,0.0008279552,0.0001529506,0.0002415601,4.224289e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007397422,"about_ca_system_score_gemma":0.00004099794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002397369,"about_ca_topic_score_gemma":0.00001559934,"domain_scores_codex":[0.998683,0.00006715698,0.0003677849,0.0002774619,0.0003818896,0.0002226858],"domain_scores_gemma":[0.9985844,0.0001553575,0.0005179248,0.0002241389,0.0003541556,0.0001640296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002619994,0.000393814,0.5320304,0.001533862,0.0005062664,0.00001576346,0.004644099,0.01449526,0.4355563,0.002098498,0.0007387135,0.00536706],"study_design_scores_gemma":[0.02569909,0.001723419,0.06967071,0.005855669,0.002283177,0.00002705387,0.09078872,0.1807294,0.5023423,0.001959987,0.1154565,0.003464073],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992326,0.0003955737,0.004158301,0.00002836649,0.00006553388,0.0001790947,0.0001078773,0.00004499708,0.002694246],"genre_scores_gemma":[0.9970023,0.002590661,0.0001163541,0.00000416577,0.00001844809,1.181082e-7,0.0000309179,0.000008916562,0.0002281029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4623597,"threshold_uncertainty_score":0.8569416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668734708434813,"score_gpt":0.2267971962858687,"score_spread":0.2001098492015206,"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."}}