{"id":"W1986529826","doi":"10.1109/tit.2012.2184737","title":"Generalized Framework for the Level Crossing Analysis of Ordered Random Processes","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Information Theory","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Victoria University of Wellington; University of Victoria; University of Canterbury","keywords":"Zero (linguistics); Computer science; Combinatorics; Mathematics; Algorithm; Discrete mathematics; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005344105,0.001154991,0.001556188,0.003016803,0.0009468704,0.00283774,0.003041983,0.001948094,0.007050972],"category_scores_gemma":[0.01488729,0.0005982022,0.002638745,0.00190951,0.002707328,0.004323177,0.002517403,0.003915556,0.001184214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002489881,"about_ca_system_score_gemma":0.001676746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004264035,"about_ca_topic_score_gemma":0.002030186,"domain_scores_codex":[0.9974414,0.001137992,0.0000961945,0.0005548053,0.0005268349,0.0002426822],"domain_scores_gemma":[0.994719,0.002994124,0.0007306068,0.0006394842,0.0005371382,0.0003795652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001460617,0.00001389797,0.0003306907,0.00005412534,0.00003830474,0.00009036109,0.00009958155,0.05062172,0.0005343355,0.9425586,0.0008480652,0.004795677],"study_design_scores_gemma":[0.00001133822,0.00002796466,0.0002268368,0.00002250333,0.00001985987,0.00007542326,0.00005139139,0.4079946,0.0001575851,0.5875781,0.003811825,0.00002261947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.011815,0.001110873,0.979543,0.0005249907,0.0001315655,0.00004400726,0.0001467884,0.0001407772,0.00654299],"genre_scores_gemma":[0.6725534,0.004599571,0.2945954,0.001031428,0.001419524,0.0005349005,0.0006887024,0.0003287685,0.02424832],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007050972,"threshold_uncertainty_score":0.02826267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05743754988560776,"score_gpt":0.3142494260931213,"score_spread":0.2568118762075136,"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."}}