{"id":"W579553429","doi":"","title":"HYBRID SHUNTER OFFERS HIGH FUEL ECONOMY","year":2004,"lang":"en","type":"article","venue":"International Railway Journal and Rapid Transit Review","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Environmentally friendly; Waste management; Environmental science; Engineering; Business; Natural resource economics; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001808705,0.0001399613,0.0002023492,0.00007118966,0.00006730697,0.00006618527,0.0001665532,0.00002730443,0.001023368],"category_scores_gemma":[0.00000490584,0.0001060708,0.0001157041,0.00004372906,0.00002626621,0.0003104062,0.000008683211,0.0002762055,0.00005708184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005026252,"about_ca_system_score_gemma":0.00002257827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002640317,"about_ca_topic_score_gemma":0.000001076393,"domain_scores_codex":[0.999284,0.00001036049,0.0003261575,0.0001031113,0.0001264239,0.000149917],"domain_scores_gemma":[0.9996682,0.00001368707,0.00004020831,0.00007332097,0.00006398727,0.0001405635],"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":[0.00008364421,0.000199255,0.0004798916,0.007838273,0.001378711,0.0005109626,0.0006663129,0.0190122,0.003127554,0.00691918,0.01770322,0.9420808],"study_design_scores_gemma":[0.00144101,0.00006906203,0.001358271,0.006194041,0.0000702051,0.002898535,0.00001018649,0.001178207,0.000997537,0.003285912,0.9821225,0.0003745189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2640344,0.6059741,0.02569274,0.03676454,0.00456975,0.0006128715,0.0000867858,0.0002671334,0.06199767],"genre_scores_gemma":[0.6777845,0.3204549,0.0003368898,0.001000088,0.0002850393,0.000005109084,0.000007562732,0.0000141631,0.0001117203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9644193,"threshold_uncertainty_score":0.9998899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007993718743429495,"score_gpt":0.2161723360112567,"score_spread":0.2081786172678272,"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."}}