{"id":"W2898948504","doi":"10.1039/c8sm01542b","title":"Patchy colloidal particles at the fluid–fluid interface","year":2018,"lang":"en","type":"article","venue":"Soft Matter","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories","funders":"Research Grants Council, University Grants Committee; Chinese University of Hong Kong; Croucher Foundation","keywords":"Colloid; Colloidal particle; Interface (matter); Materials science; Complex fluid; Chemical engineering; Mechanics; Nanotechnology; Physics; Pulmonary surfactant; Engineering","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":[0.0001901165,0.0001842689,0.0004454578,0.0002725004,0.0004191553,0.0006362606,0.0002971213,0.0006059622,0.0006362973],"category_scores_gemma":[0.0006630367,0.000245693,0.0003690291,0.000151358,0.0005974902,0.0005784266,0.0003165081,0.0004566292,0.0001178285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354171,"about_ca_system_score_gemma":0.0003114907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002191426,"about_ca_topic_score_gemma":0.001630913,"domain_scores_codex":[0.999893,0.000009929591,0.000005760156,0.00002816424,0.000034066,0.00002918374],"domain_scores_gemma":[0.9997873,0.00008702601,0.00004259018,0.00003094816,0.00002980545,0.00002239878],"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":[0.000260436,0.0001252423,0.008759646,0.0001462656,0.0001572134,0.0006023569,0.0003791393,0.2436344,0.7282656,0.0104032,0.0001350323,0.007131474],"study_design_scores_gemma":[0.0000628886,0.0002628753,0.008333826,0.000007606745,0.00006796015,0.0001812221,0.0001348648,0.8507385,0.1352767,0.004028845,0.0008612399,0.00004338463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872748,0.0001391123,0.01177852,0.00002357014,0.000008868742,0.00001359183,0.00002233428,0.00003587117,0.0007032855],"genre_scores_gemma":[0.9961588,0.00006186269,0.003419215,0.00001156107,0.000002202823,0.00001003995,0.00003060218,0.00001049453,0.0002951064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002191426,"threshold_uncertainty_score":0.004357338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521935075156329,"score_gpt":0.2627317111580181,"score_spread":0.2475123604064548,"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."}}