{"id":"W2937897853","doi":"10.1177/0361198119840621","title":"Reasons for Commuter Rail Electrification: Early 20th Century and Since 2000","year":2019,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrification; Train; Haven; The Renaissance; Engineering; History; Archaeology","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":[0.001253464,0.0002037298,0.0002031091,0.001563942,0.001111993,0.003327292,0.0005709257,0.001361387,0.01138532],"category_scores_gemma":[0.005391674,0.0002102298,0.0002372755,0.002876366,0.001508777,0.003346642,0.001431814,0.002163516,0.000866378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004486353,"about_ca_system_score_gemma":0.002502307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03574136,"about_ca_topic_score_gemma":0.05456068,"domain_scores_codex":[0.9993486,0.00007705078,0.00005153849,0.0001388274,0.0002076318,0.0001763059],"domain_scores_gemma":[0.9977555,0.0005634982,0.0005470552,0.00007501911,0.0006808757,0.0003781662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003773721,0.0001805086,0.1610553,0.002059708,0.00008564038,0.001623637,0.07353835,0.0004865683,0.0006360206,0.1502242,0.2801095,0.3296232],"study_design_scores_gemma":[0.00001020318,0.00002755705,0.1584594,0.001284933,0.00002163211,0.0007377586,0.0181815,0.00009325213,0.0002123489,0.003811687,0.8171242,0.00003545154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4692103,0.1615245,0.0008667275,0.1453302,0.005794858,0.00004824555,0.005240728,0.00008533296,0.2118991],"genre_scores_gemma":[0.8082243,0.1071611,0.0005912821,0.01483856,0.002773456,0.00005549871,0.003323696,0.000133465,0.06289864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03574136,"threshold_uncertainty_score":0.07106662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569290788710889,"score_gpt":0.3083280497034193,"score_spread":0.2726351418163104,"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."}}