{"id":"W4210329921","doi":"10.5584/jiomics.v11i1.199","title":"SPECIAL ISSUE: SELECTED ABSTRACTS OF THE V INTERNATIONAL CAPARICA CONFERENCE ON ULTRASONIC-BASED APPLICATION FROM ANALYSIS TO SYNTHESIS (ULTRASONICS 2021)","year":2021,"lang":"en","type":"article","venue":"Journal of Integrated OMICS","topic":"Chemical Synthesis and Characterization","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Electronic Components and Systems for European Leadership","keywords":"Ultrasonic sensor; Library science; Computer science; Medicine; Radiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002519245,0.003352833,0.003556142,0.004548922,0.001751472,0.008489901,0.002553152,0.005001822,0.1984507],"category_scores_gemma":[0.002631712,0.0007840893,0.002013486,0.002736142,0.0006973848,0.002653428,0.002155107,0.002945913,0.09082674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221699,"about_ca_system_score_gemma":0.003302223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001944295,"about_ca_topic_score_gemma":0.003279919,"domain_scores_codex":[0.9977791,0.0001862952,0.0001873514,0.0002947372,0.001195967,0.0003565205],"domain_scores_gemma":[0.9950104,0.0003693444,0.0004929648,0.0001557835,0.00274183,0.001229821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001525308,0.00006460151,0.00008256515,0.000567039,0.00002180333,0.00005756198,0.000008840204,0.00005507226,0.00122705,0.000417698,0.9619148,0.03543049],"study_design_scores_gemma":[0.00003101929,0.0001133239,0.000869091,0.0001837202,0.00003284781,0.0000923068,0.00002396889,0.0001415388,0.0009321198,0.0004389428,0.9971243,0.0000168815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001460955,0.09251279,0.002977099,0.02417907,0.7402577,0.000777168,0.003322165,0.000780531,0.1337326],"genre_scores_gemma":[0.005884504,0.05334627,0.001654998,0.006132838,0.4023531,0.0004545905,0.005240616,0.0005960049,0.5243372],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8015493,"threshold_uncertainty_score":0.6638837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007055938837902965,"score_gpt":0.2090649705677917,"score_spread":0.2020090317298887,"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."}}