{"id":"W4412861214","doi":"10.5206/mt.v5i3.22479","title":"Computational Bohemian Art","year":2025,"lang":"en","type":"article","venue":"Maple Transactions","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002057517,0.00006430925,0.00005782773,0.00009123086,0.00008790801,0.00001442084,0.0000547914,0.00002800202,0.0002774461],"category_scores_gemma":[8.981253e-7,0.00007065477,0.00004536503,0.0001906816,0.00001585757,0.00003591838,0.000001034824,0.00009873306,0.0001474579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002486702,"about_ca_system_score_gemma":0.00002108082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001713841,"about_ca_topic_score_gemma":0.000009416667,"domain_scores_codex":[0.9996709,0.000006772864,0.00009238225,0.00007205884,0.00006710586,0.00009073679],"domain_scores_gemma":[0.9998339,0.00005751383,0.000003575628,0.00006220644,0.00001700599,0.00002582408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002033562,0.00001138287,0.000009128552,0.00001464364,0.00003803469,9.117223e-7,0.00005921986,0.9750507,0.0002084734,0.001956651,0.008136023,0.01451275],"study_design_scores_gemma":[0.0004547984,0.00001663331,0.003882505,0.00002949676,0.00004821646,0.00001229122,0.00004400174,0.6831009,0.002239237,0.06021952,0.2496989,0.0002534387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008129924,0.00005901935,0.9533918,0.0004679155,0.000200707,0.00005915361,0.0000124884,0.0002937033,0.04470215],"genre_scores_gemma":[0.9874323,0.000003977946,0.009131841,0.0002037438,0.00002065055,0.00002395832,0.0000254359,0.000008649894,0.003149435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9866193,"threshold_uncertainty_score":0.303784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003870545651097568,"score_gpt":0.1961437234112951,"score_spread":0.1922731777601975,"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."}}