{"id":"W7096748852","doi":"","title":"Les Cahiers du GERAD ISSN: 0711–2440 Delay analysis of multichannel opportunistic spectrum access","year":2014,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Access to information; Transparency (behavior)","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":[0.0007584525,0.0003421727,0.0003857994,0.0009263896,0.0005138879,0.001073626,0.0004923457,0.000371562,0.005471526],"category_scores_gemma":[0.004989307,0.0002116507,0.0001975422,0.0007808715,0.0007099038,0.000895776,0.0006606093,0.0004508348,0.0003152262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002541321,"about_ca_system_score_gemma":0.001469397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04258682,"about_ca_topic_score_gemma":0.03067324,"domain_scores_codex":[0.999603,0.00007293712,0.00000979105,0.00006664559,0.000114618,0.0001330101],"domain_scores_gemma":[0.9981469,0.001036375,0.0001913391,0.00009205712,0.0004163099,0.0001170398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009908699,0.0001165028,0.03891305,0.0002007897,0.0001720842,0.001276742,0.0007662026,0.6887136,0.01448283,0.1305542,0.01164592,0.1121673],"study_design_scores_gemma":[0.00001815825,0.00008202887,0.010263,0.00003033095,0.00003839475,0.0002814202,0.0003232757,0.9743894,0.001741539,0.009014987,0.003788942,0.00002858447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8569588,0.002920301,0.1001592,0.001434088,0.0002600455,0.00008853604,0.0003459225,0.0002643533,0.0375687],"genre_scores_gemma":[0.9943298,0.0002035449,0.001585074,0.00002889847,0.0000174122,0.00001200761,0.00003098603,0.00001592858,0.003776206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04258682,"threshold_uncertainty_score":0.08467782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894585295573506,"score_gpt":0.2518887063790254,"score_spread":0.2329428534232903,"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."}}