{"id":"W4411618366","doi":"10.51847/tewsod0b5c","title":"10.51847/tEWSOd0B5C","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Transport Systems and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metre; Transmission (telecommunications); Computer science; Process engineering; Environmental science; Engineering; Telecommunications; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001008621,0.001409371,0.0007025272,0.004000614,0.001280257,0.005015146,0.001384135,0.002981533,0.9351495],"category_scores_gemma":[0.00145203,0.0005362511,0.0008395963,0.003627212,0.0009017134,0.002446631,0.002215955,0.001366402,0.9371114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373844,"about_ca_system_score_gemma":0.0007873455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003732614,"about_ca_topic_score_gemma":0.002745168,"domain_scores_codex":[0.9992471,0.0000733709,0.00008203089,0.0002090581,0.0002725646,0.0001158515],"domain_scores_gemma":[0.998326,0.0002296367,0.00009416941,0.0003055958,0.0007668059,0.0002778893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003441111,0.0002909725,0.001601877,0.0005163819,0.00003853375,0.0003353027,0.0001283203,0.0007980368,0.009216197,0.008449076,0.2116316,0.7666496],"study_design_scores_gemma":[0.00005044539,0.0000754838,0.001019754,0.0001964739,0.00001761876,0.0003348,0.0001395692,0.001567226,0.003202991,0.002066571,0.9912948,0.00003435854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00343328,0.0006204369,0.009411498,0.0005961939,0.001320855,0.0002933211,0.002656384,0.003577861,0.9780902],"genre_scores_gemma":[0.008994527,0.0003420478,0.003990808,0.0002926094,0.0001315694,0.0001019415,0.002060421,0.0006694423,0.9834167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06485051,"threshold_uncertainty_score":0.0925014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002981453549023196,"score_gpt":0.1371448874654033,"score_spread":0.1341634339163802,"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."}}