{"id":"W1999980609","doi":"10.1109/2943.999614","title":"Process Control using o Fiber-Optic Unified Cabling System","year":2002,"lang":"en","type":"article","venue":"IEEE Industry Applications Magazine","topic":"Sugarcane Cultivation and Processing","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Weyerhauser (Canada); Prince Albert Grand Council; British Columbia Institute of Technology","funders":"","keywords":"Vendor; Engineering; Optical fiber; Process (computing); Optical fiber cable; Instrumentation (computer programming); Electrical engineering; Telecommunications; Computer science; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000143022,0.0001598094,0.0001710059,0.00002544694,0.0004393143,0.00009868607,0.0002492775,0.0002643925,0.00110151],"category_scores_gemma":[0.00002227382,0.00007810246,0.00004594411,0.0008976721,0.00005564654,0.0001688812,0.00001162034,0.0003419735,0.0004085824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006531753,"about_ca_system_score_gemma":0.00001190924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002336379,"about_ca_topic_score_gemma":0.000006514288,"domain_scores_codex":[0.9988675,0.00004241817,0.0003039838,0.0003175892,0.0001968729,0.0002717027],"domain_scores_gemma":[0.9992921,0.0001114605,0.0001718808,0.00009674422,0.0001971602,0.0001306441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005451151,0.0007266859,0.008586355,0.0003499849,0.0001100382,0.00002482537,0.0003633078,0.01058186,0.7077153,0.001923193,0.003652908,0.265911],"study_design_scores_gemma":[0.004997657,0.0004374791,0.02577868,0.001192811,0.0005558025,0.001099779,0.0079758,0.4902587,0.04778114,0.0008207117,0.4146935,0.004407893],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861767,0.0001286913,0.0003636506,0.001061158,0.00006599031,0.0005699088,0.00004176929,0.0002989405,0.01129318],"genre_scores_gemma":[0.9969415,0.00000174018,0.0002365908,0.0001689579,0.0005553656,0.0001594639,0.00002254992,0.000002604145,0.001911224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6599342,"threshold_uncertainty_score":0.9998116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05828053498255724,"score_gpt":0.2655678435311642,"score_spread":0.2072873085486069,"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."}}