{"id":"W3133720515","doi":"10.3390/mi12030246","title":"A Mobile Analytical Device for On-Site Quantitation of Anthocyanins in Fruit Beverages","year":2021,"lang":"en","type":"article","venue":"Micromachines","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Anthocyanin; Chromatography; Food science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000618157,0.00008299926,0.0001604058,0.00007936126,0.0000185248,0.0000136099,0.0000339354,0.00005811302,0.0000237011],"category_scores_gemma":[0.00004535306,0.00007788165,0.00007003482,0.0002209193,0.0000138966,0.00003848283,0.000008174105,0.00007311036,0.000009728938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002071456,"about_ca_system_score_gemma":0.000007016493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002579437,"about_ca_topic_score_gemma":0.0001770042,"domain_scores_codex":[0.999517,0.00001469999,0.0001785358,0.0001217469,0.00005476758,0.0001132186],"domain_scores_gemma":[0.9997433,0.00008613867,0.00001503617,0.00008945355,0.00004152452,0.00002458272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004009517,0.0001563173,0.005573003,0.0003361249,0.00005901275,0.00001677056,0.0003368277,0.01495228,0.967154,0.001337855,0.0005593948,0.009478297],"study_design_scores_gemma":[0.0009546003,0.0002566051,0.03785864,0.0001480766,0.00005245319,0.00001169253,0.0001267076,0.5280658,0.4250451,0.0006176842,0.006554903,0.0003077518],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968879,0.0003858029,0.002063603,0.00003837032,0.00008706941,0.00008349172,0.00004656209,0.00003929617,0.0003678978],"genre_scores_gemma":[0.9984863,0.0000556077,0.001213416,0.00003235694,0.00003655519,0.000008984956,0.00002543742,0.00001395757,0.0001273723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.542109,"threshold_uncertainty_score":0.3175921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439264610108536,"score_gpt":0.2709462279899972,"score_spread":0.2565535818889118,"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."}}