{"id":"W4213249871","doi":"10.1016/j.mbs.2022.108793","title":"A fully dynamical theory for the rate of arterial gas embolism growth and dissolution","year":2022,"lang":"en","type":"article","venue":"Mathematical Biosciences","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Bubble; Dissolution; RADIUS; Diffusion; Mechanics; Thermodynamics; Chemistry; Partition (number theory); Materials science; Physics; Mathematics; Physical chemistry","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":[0.001472424,0.001097222,0.001071701,0.00159484,0.0008726747,0.001819674,0.002172697,0.002407719,0.004269588],"category_scores_gemma":[0.004142609,0.0007651023,0.0013937,0.0005311797,0.002501429,0.004240056,0.002133329,0.002215482,0.0007482137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083195,"about_ca_system_score_gemma":0.0012758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00306992,"about_ca_topic_score_gemma":0.001361746,"domain_scores_codex":[0.9995484,0.0001002255,0.00002494087,0.0001019055,0.0001574833,0.00006708921],"domain_scores_gemma":[0.998604,0.0006859805,0.0001754683,0.0001161494,0.0002721148,0.0001462717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001251651,0.00002015396,0.0002824527,0.00006408949,0.00001713988,0.00008551368,0.00007602945,0.1030184,0.003301588,0.8885634,0.001311417,0.003247408],"study_design_scores_gemma":[0.000006854824,0.00001574909,0.0002243425,0.00001326447,0.000008576927,0.00009858787,0.00001500271,0.8326735,0.0004034766,0.1651929,0.001320098,0.00002751181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02550988,0.001401583,0.9510639,0.002398556,0.000451582,0.00005015875,0.0002363179,0.0001680093,0.01872012],"genre_scores_gemma":[0.855669,0.002923685,0.08273967,0.001313082,0.001134932,0.0003670258,0.0003813277,0.0003687112,0.05510272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004269588,"threshold_uncertainty_score":0.01511472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121090416299053,"score_gpt":0.2507515318543652,"score_spread":0.2395406276913746,"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."}}