{"id":"W4395099384","doi":"10.1007/978-3-031-48679-1_21","title":"Orthogonal and Strong Frame Starters: Revisited","year":2023,"lang":"en","type":"book-chapter","venue":"Fields Institute communications","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Waterloo","funders":"","keywords":"Frame (networking); Computer science; Telecommunications","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":[0.0001284908,0.0002266975,0.0002687113,0.000155107,0.0001971326,0.00005617916,0.0005863828,0.0003871646,0.00007685407],"category_scores_gemma":[0.00001601145,0.0002522543,0.00009242652,0.00005392603,0.0001932633,0.0001316974,0.000224654,0.0007940566,0.0001822745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002398426,"about_ca_system_score_gemma":0.00002127966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007980262,"about_ca_topic_score_gemma":0.0002419606,"domain_scores_codex":[0.9992526,0.00001961834,0.0003126611,0.0001602878,0.0001067213,0.0001481669],"domain_scores_gemma":[0.9981489,0.0001174418,0.00005699812,0.001559497,0.00004216292,0.00007505783],"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":[0.000001441859,0.000003370843,0.000009670303,0.0001043737,0.0001379119,0.000004103131,0.0002100206,0.0001429409,0.000006492176,0.993481,0.003600171,0.002298451],"study_design_scores_gemma":[0.0001447675,0.00002349234,0.00005416194,0.0007547324,0.00008934825,0.00001359218,0.00005586366,0.00168545,0.000002109808,0.05168813,0.945056,0.0004323388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0001482,0.003660868,0.001571303,0.0002875737,0.0006833695,0.0003215718,0.0002772657,0.0007231787,0.9923267],"genre_scores_gemma":[0.5044901,0.02410117,0.00208057,0.000275022,0.0005336113,0.0001898026,0.002631699,0.000303622,0.4653944],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9417929,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05323197053147859,"score_gpt":0.2512015497608199,"score_spread":0.1979695792293413,"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."}}