{"id":"W4401229020","doi":"10.54254/2753-7064/35/20240067","title":"Architectural Design Styles and Case Studies from Different Countries","year":2024,"lang":"en","type":"article","venue":"Communications in Humanities Research","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Architecture; Craft; Context (archaeology); Architectural design; Architectural engineering; Architectural pattern; Architectural technology; Computer science; Engineering; History; Software; Software development; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003527727,0.0004722767,0.0003306725,0.003546967,0.004638851,0.003016324,0.001299972,0.001766586,0.003237226],"category_scores_gemma":[0.005588102,0.0006279608,0.0007692336,0.01158958,0.003411365,0.001764408,0.002542718,0.001177517,0.000541608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004419794,"about_ca_system_score_gemma":0.0008081613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007978697,"about_ca_topic_score_gemma":0.03375827,"domain_scores_codex":[0.9935797,0.005007009,0.000281268,0.0002027374,0.0004865815,0.0004426361],"domain_scores_gemma":[0.9963586,0.002173466,0.0002444956,0.0006779878,0.0003236271,0.000221896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001021891,0.001584484,0.07936788,0.002533904,0.0002787923,0.03875976,0.3517342,0.04277443,0.006448803,0.2605008,0.02431685,0.1906783],"study_design_scores_gemma":[0.0001725056,0.0008176354,0.07144327,0.001358604,0.0001671074,0.01445131,0.4546669,0.009388579,0.006292157,0.0209785,0.4200686,0.0001948807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151399,0.001564834,0.007029714,0.000459171,0.00004700549,0.0001896861,0.0002520337,0.00003236628,0.07528528],"genre_scores_gemma":[0.9778325,0.001994316,0.01178285,0.0001171328,0.000008547969,0.0001562232,0.0001855511,0.00004321776,0.007879721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007978697,"threshold_uncertainty_score":0.03206795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5193708218625048,"score_gpt":0.4091856037002362,"score_spread":0.1101852181622686,"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."}}