{"id":"W2099963849","doi":"10.1016/j.cis.2013.11.006","title":"Understanding (sessile/constrained) bubble and drop oscillations","year":2013,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Alberta","funders":"","keywords":"Oscillation (cell signaling); Mechanics; Bubble; Drop (telecommunication); Sessile drop technique; Capillary wave; Surface tension; Physics; Capillary action; Classical mechanics; Chemistry; Thermodynamics; Mechanical engineering; 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":[0.0003446758,0.0008496682,0.0009682019,0.001276054,0.0001676483,0.0007237187,0.0008519422,0.001056272,0.001076173],"category_scores_gemma":[0.0003795052,0.0003115548,0.0003163714,0.001269971,0.0005116657,0.001782755,0.0006670713,0.0009888719,0.0009447644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004716359,"about_ca_system_score_gemma":0.0007293247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175537,"about_ca_topic_score_gemma":0.00165241,"domain_scores_codex":[0.999856,0.00001062132,0.00001108507,0.00003670852,0.000069278,0.00001629865],"domain_scores_gemma":[0.9998615,0.00005610201,0.00002331042,0.000006280602,0.00004484938,0.000007941931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003317084,0.00005037255,0.0001594263,0.01079579,0.0000454662,0.0001504508,0.00004353435,0.0005338207,0.02932781,0.006481681,0.005587001,0.9467914],"study_design_scores_gemma":[0.00002079442,0.0001270804,0.0015729,0.002105205,0.0001596524,0.001711792,0.0001108529,0.001663946,0.0362143,0.008138489,0.9481137,0.0000611406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009224501,0.9928848,0.003528178,0.0003256972,0.0002489472,0.00001190952,0.00002707054,0.00002019446,0.002030666],"genre_scores_gemma":[0.004571522,0.9904758,0.002616844,0.0001866467,0.0002270746,0.00001722601,0.00004871952,0.000003376597,0.001852876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001276054,"threshold_uncertainty_score":0.003600121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1297893843063647,"score_gpt":0.3749039861315945,"score_spread":0.2451146018252298,"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."}}