{"id":"W6886084236","doi":"10.14288/1.0372598","title":"Canadian Pacific Railway ticket envelope","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ticket; Envelope (radar); Transit (satellite)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001091904,0.0009097591,0.0005864246,0.002286977,0.008046041,0.005477345,0.001931669,0.001885553,0.6632915],"category_scores_gemma":[0.004461858,0.0006673364,0.0004414555,0.003758178,0.0008836245,0.001754934,0.001699565,0.00203916,0.3187765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01151631,"about_ca_system_score_gemma":0.04111137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8480906,"about_ca_topic_score_gemma":0.8924603,"domain_scores_codex":[0.9983994,0.00007386052,0.00005227674,0.0001275436,0.001007573,0.0003393485],"domain_scores_gemma":[0.9951833,0.0002180153,0.00007832847,0.0002487084,0.003648422,0.0006233178],"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":[0.0000320931,0.00001918766,0.0002059357,0.00003544143,0.000001337277,0.00002791905,0.00006633705,0.00006470717,0.0001226407,0.002811131,0.9818252,0.01478823],"study_design_scores_gemma":[0.000005009103,0.000005639152,0.00127119,0.00002690825,0.000001346994,0.00002008573,0.0001674999,0.00007431138,0.00008735077,0.0001338829,0.9981959,0.00001084007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001549235,0.0005756671,0.0005741475,0.002291241,0.001318524,0.0002306794,0.01727569,0.0007158279,0.9754689],"genre_scores_gemma":[0.004292084,0.0003754987,0.0002667967,0.0002415874,0.00007364739,0.00004355245,0.003875654,0.0001908871,0.9906402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6632915,"threshold_uncertainty_score":0.4802738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076257988004074,"score_gpt":0.2085608416407053,"score_spread":0.1977982617606646,"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."}}