{"id":"W3214969323","doi":"10.1103/physrevlett.127.235501","title":"Self-Propelled Detachment upon Coalescence of Surface Bubbles","year":2021,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"H2020 European Research Council; Canada First Research Excellence Fund; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministerie van Onderwijs, Cultuur en Wetenschap; Canada Research Chairs","keywords":"Coalescence (physics); Bubble; Kinetic energy; Work (physics); Chemical energy; Hydrogen; Surface energy; Jumping","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001175564,0.0001743748,0.0001985396,0.0001729621,0.0001471977,0.0002433618,0.0003229001,0.0002635414,0.0008698687],"category_scores_gemma":[0.0002532798,0.000132547,0.000133393,0.0001034942,0.0002710484,0.000372853,0.0004166144,0.0004165161,0.0001760441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723793,"about_ca_system_score_gemma":0.00008812265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001971792,"about_ca_topic_score_gemma":0.0001863341,"domain_scores_codex":[0.9998504,0.00001108248,0.000005366263,0.0000317307,0.0000640346,0.00003740107],"domain_scores_gemma":[0.9998564,0.00004659795,0.00004231732,0.00001243869,0.00002339424,0.00001897201],"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":[0.0000354359,0.00001734872,0.0002866379,0.00003918408,0.000004813282,0.0001700837,0.00007152899,0.0001284842,0.9963994,0.0001852248,0.00005199856,0.002609899],"study_design_scores_gemma":[0.00001049654,0.0001200832,0.002899754,0.000002347743,0.000004148021,0.00019675,0.00004645348,0.002835999,0.9931526,0.00008148961,0.0006436658,0.000006133611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959798,0.0003639052,0.002725842,0.00004882891,0.00001287711,0.000007560956,0.00001756818,0.00003093314,0.0008127848],"genre_scores_gemma":[0.9980127,0.0001401377,0.0008529975,0.00003282301,0.000006029919,0.000009529819,0.00004730418,0.000009264725,0.0008892432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008698687,"threshold_uncertainty_score":0.002910018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190134035285452,"score_gpt":0.2710002022874011,"score_spread":0.2590988619345466,"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."}}