{"id":"W2885827236","doi":"10.1021/acs.langmuir.8b02173","title":"Entrapment and Dissolution of Microbubbles Inside Microwells","year":2018,"lang":"en","type":"article","venue":"Langmuir","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Beijing Municipality; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministerie van Onderwijs, Cultuur en Wetenschap; National Natural Science Foundation of China; European Commission","keywords":"Dissolution; Microbubbles; Contact angle; Wetting; Materials science; Bubble; Nanotechnology; Entrapment; Chemical engineering; Chemistry; Chemical physics; Mechanics; Composite material; Ultrasound; Physics","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":[0.00005372238,0.00003784127,0.00004679874,0.00001386255,0.00003523409,0.000005735315,0.00003512909,0.00002015616,0.0009565822],"category_scores_gemma":[0.000003787399,0.000032485,0.00001038671,0.00004880925,0.0001186818,0.00005136407,0.00002995491,0.000014485,0.00008952327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001229606,"about_ca_system_score_gemma":0.000001232214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001072331,"about_ca_topic_score_gemma":0.00008875991,"domain_scores_codex":[0.9996995,0.00001403631,0.00008705083,0.00008133867,0.00005692746,0.00006119316],"domain_scores_gemma":[0.9998824,0.000005669926,0.00003339082,0.00005352266,0.000004956681,0.00002007246],"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":[0.000005659692,0.00002076472,0.009921856,0.000003757363,0.000002004656,2.550022e-7,0.0008754767,6.398867e-7,0.9594371,0.0005421797,0.02592229,0.003268017],"study_design_scores_gemma":[0.0001203156,0.00005643434,0.1216538,0.000005812091,0.000003391317,0.00000296869,0.00004376177,0.0001243638,0.7898044,0.0004284357,0.08768697,0.00006932246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856834,0.00003234021,0.0007485642,0.0001909901,0.00001930199,0.00006516568,0.000003345527,0.00002541259,0.01323148],"genre_scores_gemma":[0.9963995,0.00002127789,0.00243139,0.0002137734,0.00001662435,0.000002839781,0.000004983351,0.000002735934,0.0009068967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1696327,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008282382899466159,"score_gpt":0.238887611025034,"score_spread":0.2306052281255678,"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."}}