{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001144572,0.000100486,0.000112781,0.0001025594,0.001598874,0.0007118961,0.000271027,0.0000633545,0.002481366],"category_scores_gemma":[0.00001578528,0.0001016354,0.00002657765,0.00100014,0.00003330484,0.0001344622,0.00002688066,0.00007398297,0.0003872762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002445261,"about_ca_system_score_gemma":0.0002049902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3847991,"about_ca_topic_score_gemma":0.7071052,"domain_scores_codex":[0.9993293,0.00001547799,0.0001417435,0.0001462361,0.00006836645,0.000298829],"domain_scores_gemma":[0.9994816,0.00001385775,0.00001064421,0.0002361255,0.00005903954,0.0001987087],"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":[0.000001279438,0.000008154784,0.00003176415,0.000003452945,0.00002355337,0.000003236257,0.0002625366,0.001410383,0.0001221599,0.0002631053,0.9970564,0.0008140302],"study_design_scores_gemma":[0.0001229499,0.00003527501,0.0001850098,0.00001191481,0.000004817228,0.00001849746,0.0002329078,0.005081977,0.0003525769,0.00009648717,0.9936961,0.000161506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001213623,0.00002833442,0.0005978202,0.0001148321,0.001391494,0.0001893616,0.00002279457,0.000117003,0.9963247],"genre_scores_gemma":[0.5785726,0.00001159939,0.000427461,0.00003301174,0.0002163404,0.00007153917,0.000005633881,0.00002591982,0.4206359],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.577359,"threshold_uncertainty_score":0.9997009,"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."}}