{"id":"W2785276387","doi":"10.4467/25438700śm.17.048.7669","title":"Introduction of conceptual project ideas into the realia of modern Ukraine architecture. (Based on the example of an international student’s design seminar concerning renovation of an assembly hall in the first academic building of Lviv Polytechnic National University with extending theatrical function)","year":2017,"lang":"en","type":"article","venue":"RPK (Politechniki Krakowskiej)","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Realia; Architecture; Function (biology); Architectural engineering; Engineering; Sociology; Engineering management; Engineering ethics; Mathematics education; Visual arts; Art; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.004584147,0.0001687157,0.0002499805,0.0003316514,0.0002932345,0.00002511151,0.001852677,0.000105508,0.00006318057],"category_scores_gemma":[0.0006343104,0.0001042143,0.00007223757,0.0006870058,0.002061184,0.0004790562,0.000296836,0.000415882,5.630211e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003173656,"about_ca_system_score_gemma":0.0001236628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003452644,"about_ca_topic_score_gemma":0.0002407836,"domain_scores_codex":[0.996698,0.0004125435,0.0004889714,0.0004255832,0.001740891,0.0002340557],"domain_scores_gemma":[0.9974359,0.0005620342,0.0009504365,0.0008286928,0.0001860548,0.00003682785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003187166,0.001345709,0.01146579,0.0001176232,0.0001884228,0.000008601743,0.02486438,0.1594716,0.5554789,0.2296162,0.001076212,0.01317936],"study_design_scores_gemma":[0.007775258,0.009350355,0.3460218,0.001261376,0.0003765791,0.00006733125,0.01971225,0.2479753,0.3147442,0.03583512,0.01557186,0.001308604],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978377,0.00001566488,0.01551366,0.00110048,0.00008233883,0.001122777,0.00006276394,0.00002212189,0.003703197],"genre_scores_gemma":[0.9963199,0.00001068488,0.003475751,0.00002362384,0.00006384578,0.0000166625,0.00002550673,0.00001251317,0.00005146354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.334556,"threshold_uncertainty_score":0.759452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05764094785761895,"score_gpt":0.3208917779104282,"score_spread":0.2632508300528092,"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."}}