{"id":"W3087912122","doi":"","title":"Architecture as Idea in France 1500-1550","year":2017,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Architecture; Art; Visual arts","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000722077,0.0003341198,0.0004275897,0.0001875404,0.0007814252,0.00009980673,0.0003411933,0.0001249901,0.002098365],"category_scores_gemma":[0.00006548033,0.0002871738,0.0001384857,0.00001614102,0.0001890214,0.00005614842,0.00002578228,0.0005839369,0.0004769368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003194896,"about_ca_system_score_gemma":0.00007314204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691587,"about_ca_topic_score_gemma":0.06052087,"domain_scores_codex":[0.9988967,0.00003118378,0.0001942722,0.0003573866,0.0002216259,0.0002988834],"domain_scores_gemma":[0.9992146,0.00004780551,0.0002210191,0.000413174,0.00005580558,0.00004755582],"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":[0.00007377093,0.00004957368,0.00008753643,0.0002847033,0.00008358531,0.00006055395,0.9260778,0.00001964818,0.00006274664,0.01529193,0.03230643,0.02560175],"study_design_scores_gemma":[0.0001809185,0.00005199581,0.001020528,0.0002803858,0.00002802862,0.000001487447,0.01333021,5.612258e-7,0.00005404608,0.003886479,0.9808162,0.0003491498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1126816,0.004891723,0.000001535675,0.0007074129,0.001837349,0.0002346413,0.00001332017,0.00007751343,0.8795549],"genre_scores_gemma":[0.1841767,0.00009946391,0.0000228979,0.0002762786,0.001120751,0.00004993937,0.0001302957,0.00005045088,0.8140732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9485098,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930482464191161,"score_gpt":0.2986325563975137,"score_spread":0.2793277317556021,"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."}}