{"id":"W834880087","doi":"","title":"A WIN-WIM SITUATION","year":2004,"lang":"en","type":"article","venue":"Traffic Technology International","topic":"Transport Systems and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weigh in motion; Axle; License; Overhead (engineering); Engineering; Automotive engineering; Transport engineering; Computer science; Real-time computing; Electrical engineering; Operating system; Structural engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003836858,0.0001158118,0.0001167427,0.0004394915,0.00003013902,0.000008894687,0.0002994978,0.000273721,0.00009004221],"category_scores_gemma":[0.000009493436,0.0001232573,0.00004177993,0.0002481517,0.00008295769,0.00007533673,0.00001282743,0.0002223542,0.0002279123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147636,"about_ca_system_score_gemma":0.00001499653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003423799,"about_ca_topic_score_gemma":0.00004615387,"domain_scores_codex":[0.9993429,0.00000149122,0.0002051024,0.0001580662,0.0001167214,0.0001756941],"domain_scores_gemma":[0.9997345,0.000004871549,0.00002443284,0.0001780158,0.00003679804,0.00002138953],"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":[0.00001938191,0.0002073366,0.003484851,0.00004898841,0.0005073655,0.0002157864,0.000693792,0.3382968,0.02292257,0.4998423,0.001569829,0.132191],"study_design_scores_gemma":[0.02168886,0.0009456809,0.06680664,0.0007448542,0.0002460421,0.003984769,0.002741272,0.06560218,0.1661237,0.1301805,0.5362295,0.004706033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693673,0.000124742,0.01990273,0.002619887,0.0009723988,0.000110651,0.00001114149,0.003990631,0.002900475],"genre_scores_gemma":[0.9978098,0.00001958102,0.001931827,0.00002443654,0.0000648587,0.00004153875,0.00002029215,0.00002167433,0.00006597502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5346597,"threshold_uncertainty_score":0.5026288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004243199615857122,"score_gpt":0.1906590231053616,"score_spread":0.1864158234895044,"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."}}