{"id":"W4376608414","doi":"10.1109/icaiot57170.2022.10121857","title":"A System for Traceability of Agricultural Products Based on Two-Dimensional Barcoding","year":2022,"lang":"en","type":"article","venue":"","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Traceability; Barcode; Product (mathematics); Agriculture; Database; Computer science; TRACE (psycholinguistics); Cloud computing; Quality (philosophy); Software engineering; Operating system; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002716035,0.00005602376,0.00008680917,0.00004948887,0.0001788411,0.00001459007,0.0004434006,0.00001107377,0.000005543017],"category_scores_gemma":[0.00002982684,0.00003949294,0.00004037712,0.0003635023,0.00001902734,0.00005757624,0.0001635059,0.000054821,0.000001221934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006396841,"about_ca_system_score_gemma":0.00003955916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000085179,"about_ca_topic_score_gemma":8.383054e-7,"domain_scores_codex":[0.9992998,0.0000228801,0.0001317913,0.0002668707,0.000176744,0.0001019371],"domain_scores_gemma":[0.9993157,0.0001081635,0.00005272504,0.0004214452,0.0000889328,0.00001300399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001603232,0.0003564163,0.0002981662,0.0001038274,0.000009951853,6.124506e-7,0.00006870934,0.04370503,0.04880155,0.8975986,0.001926366,0.007114793],"study_design_scores_gemma":[0.0008336166,0.0004953798,0.007721901,0.00001584026,0.000007880455,0.00001450814,0.0004534858,0.7674967,0.220313,0.001529524,0.0008747107,0.0002434322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869953,0.00003471945,0.1160028,0.009246512,0.0002154563,0.001397066,0.00002977418,0.001289195,0.001831438],"genre_scores_gemma":[0.9106607,1.567723e-8,0.08893991,0.00003589503,0.000006830406,0.0003085069,0.000002932014,0.000001746217,0.00004350065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.896069,"threshold_uncertainty_score":0.1610475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210804664369753,"score_gpt":0.2338698321423864,"score_spread":0.212789365705411,"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."}}