{"id":"W2621225185","doi":"10.1016/j.eurpolymj.2017.06.002","title":"Self-assembly of oil microdroplets at the interface in co-continuous polymer blends","year":2017,"lang":"en","type":"article","venue":"European Polymer Journal","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"Polytechnique Montréal","keywords":"Wetting; Materials science; Fourier transform infrared spectroscopy; Polymer; Chemical engineering; Microstructure; Morphology (biology); Oxide; Polymer blend; Polyethylene; Contact angle; Polymer chemistry; Copolymer; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009532,0.0001336693,0.0001765137,0.00006332885,0.0005818631,0.0002451949,0.000692366,0.00002423939,0.0003997799],"category_scores_gemma":[0.00006242122,0.00009123653,0.00006977879,0.00005376475,0.0001516238,0.0002458467,0.0002557704,0.0001739671,0.0002922706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004554944,"about_ca_system_score_gemma":0.0000468252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000577988,"about_ca_topic_score_gemma":0.00004105415,"domain_scores_codex":[0.9984625,0.0003903513,0.0004240739,0.0001872671,0.0002219025,0.0003138963],"domain_scores_gemma":[0.9988077,0.00004554978,0.0004400145,0.0005614648,0.00005010583,0.00009519555],"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":[0.00005032563,0.0000583658,0.003775181,0.00001153607,0.000008499243,0.00003798438,0.002242969,0.00001049602,0.9875171,0.00003005612,0.0007407619,0.005516688],"study_design_scores_gemma":[0.0005787152,0.00005643581,0.01164122,0.0000727774,0.0000145135,0.0002051465,0.0001510511,0.00005760284,0.9828671,0.000003182283,0.004228351,0.0001238867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980717,0.001660628,0.00006027515,0.000457103,0.0005646707,0.0000303359,0.00001067771,0.00002142565,0.01647787],"genre_scores_gemma":[0.9955478,0.00009107903,0.00006521026,0.00006081969,0.0001560118,8.652491e-7,6.754418e-7,0.00002803323,0.004049491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0148308,"threshold_uncertainty_score":0.4475279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145391236284762,"score_gpt":0.2806368495414186,"score_spread":0.2660977259129424,"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."}}