{"id":"W597377538","doi":"","title":"2nd ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation and Characterization : WiNTECH 2007, at MobiCom 2007, September 9-14, 2007, Montreal, Quebec, Canada","year":2008,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Telecommunications; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004791664,0.001946654,0.001424322,0.001461428,0.001452158,0.003962099,0.002758853,0.001263194,0.03023639],"category_scores_gemma":[0.004876547,0.0008141603,0.000559441,0.001648327,0.0009025898,0.003663072,0.002017707,0.001998686,0.01370538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002536179,"about_ca_system_score_gemma":0.004869943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04347011,"about_ca_topic_score_gemma":0.09685136,"domain_scores_codex":[0.9980657,0.0004031156,0.00007707554,0.000240897,0.0009345369,0.0002786976],"domain_scores_gemma":[0.9962406,0.0004797496,0.00007255861,0.0006470557,0.001971801,0.0005882436],"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":[0.0006360753,0.0006110409,0.001815002,0.000348719,0.0000557104,0.0002024452,0.0003410223,0.005466643,0.01397337,0.008946725,0.6009272,0.3666761],"study_design_scores_gemma":[0.0002561029,0.0007296561,0.006410606,0.000344587,0.0001692506,0.000591674,0.000578691,0.05244853,0.03080128,0.01260865,0.8949366,0.0001243764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02715952,0.01200155,0.7847038,0.008324525,0.01229821,0.001926654,0.007655544,0.02958537,0.1163449],"genre_scores_gemma":[0.09376802,0.01753452,0.3429836,0.001843573,0.002149906,0.001688118,0.0269235,0.006905328,0.5062034],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9565299,"threshold_uncertainty_score":0.1011508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013782218819188,"score_gpt":0.2709964706886647,"score_spread":0.2408586485004728,"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."}}