{"id":"W7104579730","doi":"10.65262/0jt50853","title":"Stations of Change: Architecture in Transit","year":2025,"lang":"","type":"article","venue":"Acta Architectonica et Urbanistica","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Transit (satellite); Work (physics); Urban design; Balance (ability); Everyday life; Urban planning","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":[],"consensus_categories":[],"category_scores_codex":[0.0007268917,0.0003318815,0.0001555233,0.0009970926,0.005610632,0.007248712,0.0008819447,0.001665339,0.0128747],"category_scores_gemma":[0.001203826,0.0001953697,0.0002441802,0.001672167,0.01349668,0.004537497,0.00433344,0.001905255,0.0007087205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006912861,"about_ca_system_score_gemma":0.002796804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01640522,"about_ca_topic_score_gemma":0.03603874,"domain_scores_codex":[0.9991329,0.0004406041,0.00002705551,0.000128106,0.0001421138,0.0001292876],"domain_scores_gemma":[0.9996314,0.0001125618,0.00003619637,0.00006125613,0.00006790349,0.00009055892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002684477,0.00001303684,0.001239819,0.00007728438,0.000005388467,0.0002997487,0.03509907,0.001768071,0.0004211955,0.9289476,0.006922797,0.02517908],"study_design_scores_gemma":[0.000005617859,0.00004467351,0.001234648,0.00009294268,0.000007627642,0.0003368754,0.02864204,0.0009575003,0.0002869886,0.0949235,0.8734514,0.00001615274],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1110503,0.01053802,0.0410151,0.02820385,0.001689156,0.00008842986,0.0001053089,0.000247669,0.8070621],"genre_scores_gemma":[0.9204215,0.002950586,0.005803924,0.0007637612,0.0002416738,0.00004374885,0.00006202349,0.0001054588,0.06960711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01640522,"threshold_uncertainty_score":0.05015653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03420057340299464,"score_gpt":0.2777052965194568,"score_spread":0.2435047231164622,"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."}}