{"id":"W3202487245","doi":"10.3968/12214","title":"A Study on Lenin’s Discussion on Railway","year":2021,"lang":"en","type":"article","venue":"Canadian social science","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capitalism; Railway system; Spanish Civil War; Socialist market economy; Political science; Economy; Law; Economics; Engineering; Transport engineering; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002087273,0.00008111682,0.00009318677,0.0001833286,0.0007849933,0.0002829203,0.0002380352,0.00002492357,0.0002009602],"category_scores_gemma":[0.00003230111,0.00006258983,0.00003619878,0.0005638807,0.0001355368,0.0004048456,0.00002495051,0.00007457635,0.000459848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179274,"about_ca_system_score_gemma":0.0002343862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01756418,"about_ca_topic_score_gemma":0.1227635,"domain_scores_codex":[0.9991214,0.000003031264,0.00009082573,0.0002518542,0.0001631039,0.0003697791],"domain_scores_gemma":[0.9997528,0.000004742475,0.00003409133,0.0001191778,0.00003914181,0.00005003106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002740365,0.0003372851,0.5715811,0.00002269801,0.00002297458,0.0003570819,0.007494676,0.00001689268,0.0008913251,0.3372007,0.03369524,0.04835258],"study_design_scores_gemma":[0.0003002671,0.00001523464,0.6836966,0.00001436118,0.00001058251,3.595092e-7,0.01092693,0.00001687424,0.00006170074,0.0006387504,0.3040861,0.0002323074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6421764,0.000001716867,6.779095e-7,0.003500721,0.0004009485,0.00007329785,0.000003626937,0.00002166356,0.3538209],"genre_scores_gemma":[0.9928764,2.215333e-7,0.000001268679,0.005066945,0.0007247477,0.000006049088,0.000003736655,0.000006670252,0.001313961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3525069,"threshold_uncertainty_score":0.988978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583896059132574,"score_gpt":0.2380132248023854,"score_spread":0.2121742642110596,"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."}}