{"id":"W2614580927","doi":"10.1002/aic.15799","title":"Time‐resolved ultrasonic spectroscopy for bubbles","year":2017,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Bubble; Dissolution; Nucleation; Millisecond; RADIUS; Volume (thermodynamics); Spectroscopy; Resolution (logic); Volume fraction; Ultrasonic sensor; Materials science; Analytical Chemistry (journal); Chemistry; Chemical physics; Mechanics; Thermodynamics; Chromatography; Physics; Acoustics; Physical chemistry; Composite material","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":[0.000280133,0.0003001953,0.000249427,0.0006436598,0.0003164164,0.0003910327,0.000544502,0.0006413104,0.003157833],"category_scores_gemma":[0.0008343235,0.0001673364,0.0001872256,0.0003587553,0.0003451816,0.0007105014,0.0003366393,0.0008899872,0.0008319328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004595461,"about_ca_system_score_gemma":0.0002333589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006084183,"about_ca_topic_score_gemma":0.0005339266,"domain_scores_codex":[0.9997295,0.00002880951,0.00001058945,0.00006348917,0.0001427764,0.00002481828],"domain_scores_gemma":[0.9995791,0.0001805266,0.0000743825,0.00003489031,0.0001007076,0.00003044162],"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":[0.0000314376,0.00002006094,0.0001395317,0.0001174995,0.000008002056,0.00007364971,0.0000476264,0.000307975,0.9777916,0.004049225,0.001224439,0.01618892],"study_design_scores_gemma":[0.00001484693,0.0001868576,0.0007886715,0.00002108541,0.00001714935,0.0004562007,0.00002738478,0.01427467,0.9618324,0.002024315,0.02033149,0.00002493569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2322996,0.04289515,0.6921519,0.002879799,0.001433917,0.0001594784,0.0005270959,0.001741207,0.02591184],"genre_scores_gemma":[0.7922233,0.01082171,0.1804186,0.0006943315,0.0003754893,0.0002064803,0.0005537599,0.0001788598,0.0145276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003157833,"threshold_uncertainty_score":0.01056397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178905435453385,"score_gpt":0.3039407393853221,"score_spread":0.2860501958399836,"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."}}