{"id":"W631231217","doi":"","title":"TRAINS 2002 GUIDE TO RECREATIONAL RAILROADING","year":2002,"lang":"en","type":"article","venue":"Trains","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Train; Recreation; Computer science; Political science; Geography; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001412561,0.00014164,0.0001583774,0.0002088437,0.0001538595,0.0001293001,0.0001909561,0.00004547578,0.008577052],"category_scores_gemma":[0.00002916888,0.0001454602,0.00008618611,0.0002234394,0.00003275928,0.0005633497,0.00001988554,0.00006743399,0.004821765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003292465,"about_ca_system_score_gemma":0.00000585411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002833758,"about_ca_topic_score_gemma":0.0004679108,"domain_scores_codex":[0.9990999,0.000002003422,0.0002478894,0.000208465,0.0001035192,0.0003383003],"domain_scores_gemma":[0.999719,0.00001624368,0.00005536503,0.0001522901,0.00002826367,0.00002883402],"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":[0.00001840277,0.0001642639,0.01071803,0.00006575421,0.00007229505,0.00001750987,0.001843772,0.0006668749,0.001245494,0.107487,0.8287395,0.04896112],"study_design_scores_gemma":[0.0003749958,0.00000497538,0.0418128,0.00001965431,0.00001957246,0.000001779479,0.0001420059,0.001960312,0.00001805,0.0003950479,0.9550272,0.0002235983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2661735,0.0000518461,0.0006238759,0.005583161,0.0003122871,0.0001860034,0.00001497823,0.0002332358,0.7268211],"genre_scores_gemma":[0.9576007,0.0000116912,0.0005759322,0.00832215,0.002038321,0.00002434773,0.0000254707,0.00003170045,0.03136971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6954514,"threshold_uncertainty_score":0.9959531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04276570559016412,"score_gpt":0.2339648048908591,"score_spread":0.1911990993006949,"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."}}