{"id":"W2620909954","doi":"","title":"PHMSA rule sets US-Canadian standards","year":2017,"lang":"en","type":"article","venue":"Transport topics","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Truck; Business; Engineering; Transport engineering; Automotive 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006960446,0.0009672915,0.001019473,0.006732689,0.007238559,0.009060618,0.005432876,0.002232579,0.04507586],"category_scores_gemma":[0.01791351,0.001000692,0.001873264,0.00556024,0.002215078,0.004170456,0.002817045,0.00326189,0.01608489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01926023,"about_ca_system_score_gemma":0.06989595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8123742,"about_ca_topic_score_gemma":0.8666353,"domain_scores_codex":[0.9851736,0.001308778,0.001308384,0.001601784,0.009033871,0.001573551],"domain_scores_gemma":[0.9762403,0.002480117,0.0003737517,0.003497941,0.0168081,0.0005997395],"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":[0.000490632,0.0001979458,0.004977846,0.0006376064,0.00007226815,0.0003505668,0.0009833277,0.004964036,0.00358561,0.338157,0.4804384,0.1651448],"study_design_scores_gemma":[0.00006037587,0.0000283626,0.003234108,0.000334985,0.00008856203,0.0001427598,0.0005985808,0.007301054,0.009643345,0.03937217,0.9390914,0.0001042854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0202867,0.0009526436,0.1142389,0.006260532,0.001595741,0.001582884,0.08003386,0.01243528,0.7626134],"genre_scores_gemma":[0.2650849,0.001981894,0.269572,0.004482006,0.0004396105,0.00125389,0.1205416,0.004472931,0.3321712],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1876258,"threshold_uncertainty_score":0.3774614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473187160844446,"score_gpt":0.2896850168329379,"score_spread":0.2749531452244934,"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."}}