{"id":"W2328839949","doi":"10.1021/ie300575v","title":"Determination of Antiscaling Efficiency and Dissolution Capacity for Calcium Carbonate with Ultrasonic Irradiation","year":2012,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Ultrasound and Cavitation Phenomena","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Dissolution; Calcium carbonate; Ultrasonic sensor; Materials science; Carbonate; Calcium; Mineralogy; Chemistry; Analytical Chemistry (journal); Chromatography; Composite material; Acoustics; Metallurgy","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":[0.001148091,0.000683909,0.0005828908,0.00134889,0.0003942539,0.0003196753,0.0006236269,0.0004380485,0.0008322468],"category_scores_gemma":[0.001916574,0.0003889772,0.0004182248,0.001228393,0.0005060307,0.0004189752,0.0003922902,0.0005814747,0.0002217176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004634977,"about_ca_system_score_gemma":0.0005644344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003089163,"about_ca_topic_score_gemma":0.005817251,"domain_scores_codex":[0.9986029,0.0001768064,0.0001109147,0.0001837872,0.0008175218,0.0001080816],"domain_scores_gemma":[0.9982438,0.0005199543,0.0003611052,0.0001590807,0.0006456985,0.00007045834],"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":[0.00004119956,0.00001836928,0.0009169408,0.00006479777,0.000009356217,0.00001537023,0.00006676121,0.00008838841,0.9957748,0.00002536119,0.00001271051,0.002965942],"study_design_scores_gemma":[0.000002813749,0.0002193232,0.00320298,0.000004703033,0.00002109942,0.00002845257,0.00002733849,0.0005845077,0.9954668,0.000008180581,0.0004240614,0.000009575147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778191,0.00178734,0.01829165,0.00003803916,0.00002149528,0.0001789947,0.0003145815,0.0001018043,0.001447059],"genre_scores_gemma":[0.9623817,0.002436377,0.03121895,0.00001989615,0.00001248427,0.0002801506,0.0006474191,0.00004593821,0.002957107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003089163,"threshold_uncertainty_score":0.006142378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08394999368503187,"score_gpt":0.3175175173857062,"score_spread":0.2335675237006743,"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."}}