{"id":"W4254982780","doi":"10.32920/14655315","title":"Globa:Local Architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Diverse academic and cultural studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Globalization; Hierarchy; Context (archaeology); Flexibility (engineering); Sociology; Political science; Economic geography; Economic system; Geography; Management; Economics; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001109927,0.0002206667,0.0005206134,0.00004644963,0.00007325058,0.00009989811,0.0003297535,0.000355843,0.002786777],"category_scores_gemma":[0.00003752819,0.0002091099,0.0002551053,0.00008378575,0.00008053635,0.00004514286,0.001107657,0.0006370703,0.0008949556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000564,"about_ca_system_score_gemma":0.00001620012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005633709,"about_ca_topic_score_gemma":0.00002281494,"domain_scores_codex":[0.9987642,0.00000674664,0.0003830708,0.0005694818,0.00003359089,0.0002429159],"domain_scores_gemma":[0.9994345,0.00001132189,0.0001838247,0.0002773366,0.00002686484,0.00006609737],"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":[0.00001692593,0.0001406667,0.01702575,0.0003258621,0.001272707,0.00007240704,0.003416278,0.00340473,0.000004361252,0.7474619,0.1246764,0.102182],"study_design_scores_gemma":[0.0002351539,0.0000137966,0.003622371,0.00005942846,0.00001788994,0.000006837558,0.001559716,0.0002225766,0.00002863359,0.106777,0.8868158,0.0006407582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03062858,0.05885053,0.03693742,0.004048588,0.00210177,0.0002597616,0.0003097206,0.0001766061,0.866687],"genre_scores_gemma":[0.9614039,0.006548,0.002508844,0.002305479,0.0004295157,0.00003817738,0.0001428752,0.00002605076,0.02659715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9307753,"threshold_uncertainty_score":0.9998829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142147924730727,"score_gpt":0.2124588754975554,"score_spread":0.1710373962502481,"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."}}