{"id":"W4403977963","doi":"10.17223/22220836/53/19","title":"Academician of architecture E. I. Kirichenko: Biographic research experience","year":2024,"lang":"en","type":"article","venue":"Vestnik Tomskogo gosudarstvennogo universiteta Kul turologiya i iskusstvovedenie","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Computer architecture; Computer science; Psychology; Geography; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002595189,0.0004883145,0.0006229014,0.002114877,0.001162702,0.00026494,0.002172712,0.0008483101,0.0008002518],"category_scores_gemma":[0.0004181554,0.000490215,0.0004675229,0.004449405,0.004035805,0.0008814143,0.0005442805,0.0017704,0.0003335561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000642237,"about_ca_system_score_gemma":0.00103476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450299,"about_ca_topic_score_gemma":0.0004262951,"domain_scores_codex":[0.9939411,0.00106488,0.0006906537,0.001289058,0.001461399,0.001552858],"domain_scores_gemma":[0.9967617,0.001481218,0.0002235384,0.000697012,0.0003179893,0.0005184776],"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":[0.0007488264,0.0007030816,0.08047215,0.0004501646,0.001681298,0.001977735,0.2365505,0.0006233898,0.01123414,0.4492422,0.1233757,0.09294081],"study_design_scores_gemma":[0.0004941485,0.0002349295,0.0113104,0.0001799869,0.00007960448,0.00002714553,0.01678197,0.00009680206,0.0003575946,0.01378463,0.9559351,0.0007177084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8841093,0.005678266,0.0003063675,0.01682288,0.001853321,0.0007347898,0.0001110948,0.000760477,0.08962349],"genre_scores_gemma":[0.9872551,0.001972181,0.001097165,0.000458177,0.0005609199,0.00002269487,0.00004434798,0.00006767452,0.008521718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8325594,"threshold_uncertainty_score":0.999755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014220524981947,"score_gpt":0.4107976501179313,"score_spread":0.3093755976197365,"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."}}