{"id":"W4205200631","doi":"10.7901/2169-3358-2021.1.1141666","title":"Hydrodynamics and Mixing Characteristics in Different Sized Aspirator Bottles for the Water Accommodated Fraction (WAF) Tests","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Aspirator; Mixing (physics); Fraction (chemistry); Materials science; Mechanics; Environmental science; Chromatography; Chemistry; Physics; Thermodynamics","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":[0.0004484057,0.0003515936,0.0003626189,0.0003805627,0.0005890137,0.0007629818,0.0003204315,0.0004186993,0.002174633],"category_scores_gemma":[0.001439504,0.0001814347,0.0004061543,0.0004091177,0.0004258704,0.000588838,0.0003202458,0.00044713,0.0004772844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005003402,"about_ca_system_score_gemma":0.0006019361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005152965,"about_ca_topic_score_gemma":0.003317236,"domain_scores_codex":[0.9994161,0.00006679689,0.00006381139,0.00008470503,0.0002700511,0.00009848959],"domain_scores_gemma":[0.9993089,0.0002477024,0.0001013801,0.00002979732,0.0002387366,0.00007350431],"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":[0.001798931,0.0001378961,0.005233019,0.00006821824,0.00001666076,0.0001588693,0.0004046262,0.0009562357,0.9834751,0.000201349,0.0005452818,0.007003838],"study_design_scores_gemma":[0.00002158421,0.001299795,0.02466525,0.000009544636,0.00002977778,0.00009098462,0.0006229672,0.004646431,0.9671143,0.0000645566,0.001381904,0.00005295119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974323,0.0001112624,0.0007207178,0.00004678599,0.00003384277,0.00001989914,0.0006702758,0.00006958716,0.0008952216],"genre_scores_gemma":[0.9946364,0.0001527695,0.00150388,0.00005431062,0.0000121665,0.00004357344,0.000895937,0.00004862601,0.002652281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005152965,"threshold_uncertainty_score":0.01024598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286949016316293,"score_gpt":0.2332028365636373,"score_spread":0.2203333464004743,"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."}}