{"id":"W2046322001","doi":"10.4000/rhcf.604","title":"Compte rendu de l’ouvrage de Monsieur Louis Armand, Au fil du rail. Un métier vécu","year":2007,"lang":"fr","type":"article","venue":"Revue d’histoire des chemins de fer","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Humanities; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013519,0.0004767705,0.0002711407,0.0009495142,0.0122223,0.003550456,0.0004735531,0.002521225,0.01025424],"category_scores_gemma":[0.002934712,0.0002396846,0.0001942561,0.000896022,0.004805486,0.00227816,0.002085834,0.003821387,0.001731596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01358028,"about_ca_system_score_gemma":0.008378888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3131988,"about_ca_topic_score_gemma":0.4314921,"domain_scores_codex":[0.9984853,0.0005607698,0.00002404069,0.0002128706,0.00037157,0.0003454688],"domain_scores_gemma":[0.9988675,0.0004139692,0.0001558666,0.00003246886,0.0003275207,0.0002025841],"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":[0.0004031144,0.00006858369,0.006631425,0.00016959,0.00002113797,0.002530853,0.1281061,0.0004002494,0.002287023,0.3527939,0.4314104,0.07517759],"study_design_scores_gemma":[0.000002449782,0.0000166876,0.002793736,0.0001076869,0.000003243553,0.000154014,0.01059934,0.00005709486,0.0003758968,0.001877949,0.9839938,0.00001813432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1642629,0.02736155,0.003048724,0.3857207,0.006635707,0.00003481779,0.0004857889,0.0002055137,0.4122443],"genre_scores_gemma":[0.4243576,0.004323842,0.0007230632,0.01386771,0.0006280701,0.00003016477,0.0000657697,0.0001847018,0.5558192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3131988,"threshold_uncertainty_score":0.6227516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789140181503302,"score_gpt":0.2102310132411929,"score_spread":0.1923396114261599,"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."}}