{"id":"W414591211","doi":"","title":"Frequency dependent hybrid equivalents of large networks","year":2001,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equivalent; Computer science; Chemistry; Biochemistry","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":[0.0002395164,0.0002249245,0.0002248271,0.0003231671,0.0002206154,0.0009880889,0.0004965561,0.0003055871,0.01176928],"category_scores_gemma":[0.001064223,0.0001246442,0.0001702845,0.0003105726,0.000369593,0.001141926,0.0004670779,0.0006146946,0.0008900025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000391459,"about_ca_system_score_gemma":0.0001320561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004336898,"about_ca_topic_score_gemma":0.001147656,"domain_scores_codex":[0.9998127,0.00004791995,0.000004573921,0.0000350058,0.00007857226,0.00002132934],"domain_scores_gemma":[0.9994247,0.0002356164,0.00004993795,0.0001465608,0.00009660683,0.00004657855],"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":[0.000131955,0.00008921009,0.0003635911,0.00004075756,0.00001725361,0.0001409358,0.0001078994,0.06664418,0.01351175,0.8586119,0.004418853,0.05592163],"study_design_scores_gemma":[0.0000469453,0.0001367834,0.000874322,0.00001474555,0.00002154796,0.0002276536,0.00009328622,0.6381499,0.007653004,0.3340993,0.01865865,0.00002380515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2967214,0.000335381,0.5312267,0.0003946837,0.0003660891,0.00005449623,0.0003051765,0.0004896526,0.1701063],"genre_scores_gemma":[0.9037641,0.000299966,0.04165402,0.00008469712,0.0001669444,0.00003578628,0.0001745906,0.0001471152,0.05367278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01176928,"threshold_uncertainty_score":0.03937209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066565863249057,"score_gpt":0.2861671441188511,"score_spread":0.2755014854863605,"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."}}