{"id":"W4306660086","doi":"10.32920/21291039","title":"Vaporization of perfluorocarbon droplets using optical irradiation","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Toronto Metropolitan University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Terry Fox Foundation; Ontario Institute for Cancer Research; Canada Research Chairs; U.S. Department of Defense","keywords":"Vaporization; Materials science; Irradiation; Laser; Nanoparticle; Fluence; Absorption (acoustics); Nanotechnology; Optics; Chemistry; Composite material","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":[0.0001297554,0.0001647733,0.0002323823,0.000123756,0.00003446206,0.00001921342,0.0001331923,0.0001161867,0.0004243772],"category_scores_gemma":[0.00003350533,0.000189883,0.00007117802,0.0001062535,0.00001836965,0.00004669121,0.0001297297,0.0003910965,0.000001406965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611165,"about_ca_system_score_gemma":0.00008040414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008085447,"about_ca_topic_score_gemma":9.759716e-7,"domain_scores_codex":[0.9990912,0.00001705703,0.0002948198,0.0001867531,0.0002382301,0.0001719112],"domain_scores_gemma":[0.9995955,0.00004118584,0.00005956131,0.0002315648,0.00003080416,0.00004142098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002468339,0.00001628204,0.0002915346,0.0002654884,0.00004378265,0.000003099925,0.0002454523,0.9610528,0.03595982,0.0005198068,0.00006578597,0.001533648],"study_design_scores_gemma":[0.0001051542,0.000007296268,0.0009500941,0.00003679047,0.00007131512,0.000006068536,0.0001011851,0.9936629,0.004480815,0.0002729571,0.000106939,0.0001985132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5458636,0.0004150982,0.4268685,0.00001414014,0.001740088,0.0002983185,0.00003400903,0.0003624266,0.02440385],"genre_scores_gemma":[0.9906631,0.00006344071,0.008951695,0.00001124581,0.00009556615,0.00001475708,0.0001092221,0.00004375463,0.00004718897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4447995,"threshold_uncertainty_score":0.7743204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486972209028777,"score_gpt":0.2315916280098367,"score_spread":0.2167219059195489,"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."}}