{"id":"W4236714694","doi":"10.22215/etd/2011-08888","title":"RFID tag identification protocol implementing threshold-based dynamic framed slotted aloha policy","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"RFID technology advancements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Aloha; Identification (biology); Protocol (science); Computer science; Telecommunications; Throughput; Wireless","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001994528,0.0005581935,0.00040888,0.0009403385,0.000157509,0.00007056382,0.0006333931,0.0007042055,0.0007337451],"category_scores_gemma":[0.00006856466,0.0006205208,0.0001274225,0.0006421315,0.00003609254,0.0002511355,0.00003672981,0.0006410713,0.0002888053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321301,"about_ca_system_score_gemma":0.0001295502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009336576,"about_ca_topic_score_gemma":0.0009344151,"domain_scores_codex":[0.9974291,0.00002006916,0.0009178129,0.0005667408,0.000341177,0.0007250568],"domain_scores_gemma":[0.9984875,0.0000206549,0.0003463235,0.0009060379,0.0001619376,0.00007753338],"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":[0.0005490098,0.0009921214,0.007456539,0.01183219,0.002254985,0.0000712761,0.001555475,0.005769271,0.7130805,0.02752555,0.009073752,0.2198394],"study_design_scores_gemma":[0.00639022,0.0002284389,0.03837553,0.001033852,0.0003560983,0.000007198283,0.0009327801,0.1197334,0.7698227,0.0203834,0.03846854,0.004267892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3042758,0.0001793166,0.06227469,0.0002196096,0.003702176,0.4488471,0.0003403461,0.02087682,0.1592841],"genre_scores_gemma":[0.5600526,0.00001426633,0.007269991,0.0001059741,0.000139927,0.4106143,0.00669246,0.0005395596,0.01457094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2557768,"threshold_uncertainty_score":0.9996246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009069991407835485,"score_gpt":0.3079104790082699,"score_spread":0.2988404876004344,"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."}}