{"id":"W3176938296","doi":"10.5334/ah.606","title":"Reviews Spring 2021","year":2021,"lang":"en","type":"article","venue":"Architectural Histories","topic":"Renaissance and Early Modern Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"The Renaissance; Haven; Studio; Architecture; Art history; State (computer science); Art; Politics; Miller; Poetry; Spring (device); Classics; Visual arts; Law; Political science; Engineering; Biology","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":[],"category_scores_codex":[0.00006417309,0.0001321038,0.0002375255,0.00003061185,0.0004768898,0.00008196296,0.00008856245,0.00001457206,0.001509472],"category_scores_gemma":[0.00007021116,0.0001022936,0.0001192926,0.00003319935,0.0002455639,0.0001267394,0.00006771893,0.000115177,0.0002919447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003897045,"about_ca_system_score_gemma":0.00002227329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003072665,"about_ca_topic_score_gemma":0.004562001,"domain_scores_codex":[0.9992436,0.00003884072,0.0001875844,0.0002013436,0.0001157261,0.0002129097],"domain_scores_gemma":[0.999581,0.00003596995,0.0000509703,0.0002176937,0.00007563666,0.00003866839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003664004,0.00005988454,0.002244386,0.0002304411,0.0001350479,0.0001259343,0.3093518,0.00001321118,0.001384082,0.3128328,0.05568528,0.3179005],"study_design_scores_gemma":[0.00007046882,0.00001757012,0.0003211235,0.00003880772,0.0000140403,0.000007012818,0.0008794836,0.000001956952,0.0002907615,0.001654388,0.9965536,0.0001508101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2856648,0.1539598,0.0001858247,0.004528429,0.0055454,0.0002592342,0.00001769213,0.0002003645,0.5496385],"genre_scores_gemma":[0.9236941,0.0007803527,0.0005085373,0.0003520756,0.001599084,0.00002732431,0.000007340107,0.00001757227,0.07301358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9408683,"threshold_uncertainty_score":0.9994033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04942901770551739,"score_gpt":0.233429331582262,"score_spread":0.1840003138767446,"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."}}