{"id":"W2241679621","doi":"","title":"An Integrated RFID and Barcode Tagged Item Inventory System for Deployment at New Brunswick Laboratory","year":2012,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Barcode; Computer science; Mobile device; Software; Software deployment; Process (computing); Upload; Operating system; Certification; Database; Embedded system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003113828,0.0001571648,0.0002492158,0.0001586022,0.0001692357,0.00004298048,0.0001052987,0.00008994595,0.000008100828],"category_scores_gemma":[0.00003567237,0.0001374139,0.00004523808,0.0002141088,0.000211242,0.0008799143,0.0000509073,0.00005949939,0.000003549933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030628,"about_ca_system_score_gemma":0.00005772589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003450855,"about_ca_topic_score_gemma":0.0000660258,"domain_scores_codex":[0.9990066,0.0000192104,0.0003932639,0.0001208214,0.0002229283,0.0002371811],"domain_scores_gemma":[0.9992884,0.00007664043,0.0001179198,0.0001947413,0.0001150239,0.0002072079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002658564,0.003133094,0.1628246,0.01232314,0.003007696,0.000006336014,0.001349871,0.01537652,0.1823239,0.3179403,0.2358583,0.06319763],"study_design_scores_gemma":[0.004261675,0.0007699853,0.2659345,0.0004709473,0.0003920908,0.0000482162,0.0003663737,0.003991539,0.07647333,0.00005002611,0.6460727,0.001168585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854892,0.001143816,0.008567258,0.00004197551,0.0006087859,0.0003274443,0.0001887587,0.0002790595,0.00335374],"genre_scores_gemma":[0.9977964,0.0000569668,0.001750418,0.00002449554,0.00003156088,0.00001598825,0.0002515511,0.00001347946,0.00005909787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4102145,"threshold_uncertainty_score":0.5603577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145379665159158,"score_gpt":0.2170749115188315,"score_spread":0.2056211148672399,"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."}}