{"id":"W2065105974","doi":"10.1145/948383.948407","title":"TransLight","year":2003,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"","keywords":"Computer science; Computer network; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001396281,0.0005676778,0.0003910625,0.0007948633,0.00189442,0.003414469,0.0009145082,0.001602934,0.4002066],"category_scores_gemma":[0.001667304,0.0002704162,0.0004709375,0.0006308185,0.0008759441,0.002117976,0.00165521,0.002374958,0.1658859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004479,"about_ca_system_score_gemma":0.001698693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002695865,"about_ca_topic_score_gemma":0.006681372,"domain_scores_codex":[0.9991946,0.00009131851,0.00001348541,0.0001728575,0.0003387885,0.000189018],"domain_scores_gemma":[0.9986318,0.0001658714,0.00003934294,0.0002543726,0.0004538031,0.0004548811],"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":[0.0008372717,0.0001686847,0.0006569672,0.000167711,0.00001121159,0.0002726851,0.0002504298,0.0001723583,0.01239245,0.02791917,0.8671427,0.09000839],"study_design_scores_gemma":[0.00007192041,0.0001753259,0.0005445078,0.00002674247,0.000006108893,0.00009336529,0.0001204743,0.000284483,0.003206219,0.002522363,0.9929364,0.00001208829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00583976,0.0004846592,0.008103954,0.009457226,0.003909952,0.0002905944,0.006742082,0.006426821,0.9587451],"genre_scores_gemma":[0.01502127,0.0003906176,0.002856063,0.002399527,0.000325099,0.0001378191,0.004851783,0.001438481,0.9725794],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4002066,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663820684386492,"score_gpt":0.2518238076245937,"score_spread":0.2251856007807287,"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."}}