{"id":"W2088564874","doi":"10.1063/1.3493334","title":"Reduction of polymer surface tension by crystallized polymer nanoparticles","year":2010,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Surface tension; Polymer; Nanoparticle; Solubility; Materials science; Phase (matter); Chemical engineering; Solvent; Composite material; Chemical physics; Chemistry; Thermodynamics; Nanotechnology; Physical chemistry; Organic chemistry","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":[0.0001591747,0.0003074469,0.0003879361,0.0001865233,0.0001518512,0.0002976427,0.0001975531,0.000323567,0.000960485],"category_scores_gemma":[0.0003302025,0.0001850422,0.0002618448,0.0001475557,0.0002846208,0.0001980948,0.0001747325,0.0004738846,0.0001432216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003766512,"about_ca_system_score_gemma":0.0001996111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000453678,"about_ca_topic_score_gemma":0.0004294816,"domain_scores_codex":[0.9999002,0.00001108928,0.000004401608,0.00001702292,0.00004843812,0.00001883841],"domain_scores_gemma":[0.9998394,0.00008387466,0.00002775026,0.0000110501,0.00002692617,0.00001087691],"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":[0.0001020373,0.00005185093,0.0003273675,0.00009899722,0.00001446383,0.00008383248,0.00003213142,0.0122094,0.98308,0.001008443,0.0001430313,0.002848491],"study_design_scores_gemma":[0.00003837308,0.0001438279,0.0007268725,0.000005733662,0.000008160873,0.00002986798,0.00001447893,0.1270208,0.8711818,0.0003418307,0.0004797901,0.00000855807],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992473,0.0004310246,0.00493909,0.0001172485,0.00003964014,0.00001505636,0.00006310478,0.00007276065,0.00184912],"genre_scores_gemma":[0.9958637,0.0002872731,0.002719916,0.0000210273,0.000008126245,0.00002559524,0.00008240769,0.00003015655,0.0009618961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000960485,"threshold_uncertainty_score":0.003213167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009263618107470898,"score_gpt":0.2190093416974577,"score_spread":0.2097457235899868,"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."}}