{"id":"W614009867","doi":"","title":"Interior Innovations on Show in Cologne","year":2006,"lang":"en","type":"article","venue":"International railway journal","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Toilet; Entertainment; Engineering; Architectural engineering; Telecommunications; Transport engineering; Visual arts; Art","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":[],"category_scores_codex":[0.0002258203,0.0001018611,0.0001141111,0.0003912818,0.0002940314,0.0001421402,0.0002305826,0.00003937758,0.00373352],"category_scores_gemma":[0.00005997057,0.00009055744,0.00007805879,0.00004141842,0.0001625747,0.0001598698,0.00001934719,0.0003703648,0.0001091515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687387,"about_ca_system_score_gemma":0.00007313806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033685,"about_ca_topic_score_gemma":0.002506468,"domain_scores_codex":[0.9990781,0.00004568805,0.0003303546,0.0001093364,0.0002821848,0.0001543243],"domain_scores_gemma":[0.999509,0.00008082716,0.0001311542,0.00005508062,0.0001931261,0.00003085563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001414831,0.0002373619,0.001668067,0.000003350834,0.0000514718,0.000108459,0.01269967,0.0001677804,0.0005852131,0.8951987,0.07404669,0.01509173],"study_design_scores_gemma":[0.0005851228,0.0001022342,0.005174807,0.00004382783,0.00000436567,0.00003570956,0.0006549003,0.00006658486,0.00005925815,0.02679035,0.9663399,0.0001429661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2940103,0.00008320877,0.0005258709,0.003242911,0.003964523,0.00009133103,0.00003119272,0.00003695112,0.6980137],"genre_scores_gemma":[0.9494976,0.000008051557,0.0001077414,0.0008626721,0.002817394,0.000008002678,0.00001551901,0.00001321912,0.0466698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8922932,"threshold_uncertainty_score":0.9971772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242689128197077,"score_gpt":0.2446819539770554,"score_spread":0.2222550626950846,"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."}}