{"id":"W3191233641","doi":"10.1063/5.0063048","title":"Self-limited nanosecond laser-induced bubble growth in sealed containers","year":2021,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Ultrasound and Cavitation Phenomena","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Concordia University; Hôpital Maisonneuve-Rosemont","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Bubble; Limiting; Nanosecond; Laser; Materials science; Self limiting; Liquid bubble; Mechanics; Chemistry; Optics; Physics","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":[0.0001468296,0.0001907653,0.000249689,0.00004108661,0.00008963526,0.0001074444,0.0001872062,0.00005057639,0.0001379023],"category_scores_gemma":[0.00001121722,0.0002034081,0.00005497837,0.0004269577,0.00003985949,0.0001683066,0.00004720595,0.000146756,0.0002901434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000998634,"about_ca_system_score_gemma":0.00008167679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002153428,"about_ca_topic_score_gemma":0.00001449337,"domain_scores_codex":[0.9986232,0.00006223442,0.0002535391,0.0004247738,0.0002470462,0.0003891922],"domain_scores_gemma":[0.9993614,0.0001461147,0.00009730409,0.000249558,0.00005777215,0.00008783748],"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":[0.00001723532,0.0001147262,0.0002063119,0.00003421649,0.00001496263,0.00001716509,0.001008243,0.00009606076,0.9864032,0.01128184,0.0006614449,0.0001445609],"study_design_scores_gemma":[0.001466128,0.00001488593,0.0006050332,0.00001014157,0.00001839067,0.00000244888,0.0005371675,0.00002508454,0.9941785,0.001991976,0.000814355,0.0003359277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924495,0.000006024325,0.0001554548,0.0009865939,0.0001958091,0.0001903773,0.00002205361,0.0001177941,0.005876399],"genre_scores_gemma":[0.9892417,0.000002746257,0.001277247,0.009067252,0.0001477662,0.00007144186,0.0001068712,0.00002881306,0.00005618576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009289864,"threshold_uncertainty_score":0.829474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011615052374675,"score_gpt":0.2115894140049547,"score_spread":0.2014732634812079,"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."}}