{"id":"W3215058544","doi":"10.32920/ryerson.14662914.v1","title":"Architecture and Canada : the character of context","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pavilion; Architecture; Context (archaeology); National identity; Identity (music); The arts; Character (mathematics); Visual arts; Art history; Art; History; Engineering; Political science; Aesthetics; Law; Civil engineering; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006181795,0.0001955373,0.0002676127,0.00002800763,0.00003205428,0.00003044641,0.0001778996,0.0001154975,0.0001011346],"category_scores_gemma":[0.00001594593,0.0001275859,0.00005490589,0.00002050119,0.00004374444,0.000009284042,0.0002041372,0.0006233618,3.84401e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002759798,"about_ca_system_score_gemma":0.0001851593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2554955,"about_ca_topic_score_gemma":0.7478632,"domain_scores_codex":[0.9993214,0.00003618683,0.0001698473,0.0001679546,0.0001541534,0.0001504503],"domain_scores_gemma":[0.999407,0.0001122555,0.00003142038,0.0003620503,0.00003285177,0.00005442617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008883624,0.00007687593,0.009574645,0.006930011,0.002535366,0.0002188641,0.02889687,0.3828243,0.007024145,0.0008900401,0.04507313,0.5158669],"study_design_scores_gemma":[0.003440035,0.0001993877,0.3382821,0.002849657,0.00116972,0.0006931634,0.008210134,0.2491562,0.0872342,0.01883063,0.2815675,0.008367362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120003,0.005585854,0.06664266,0.0007504215,0.0009945414,0.0004454967,0.00009767075,0.0001304422,0.0133526],"genre_scores_gemma":[0.9986205,0.00009916737,0.0004374211,0.0003554447,0.0001097527,0.00001316605,0.00002061069,0.00002545611,0.0003185383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5074996,"threshold_uncertainty_score":0.7494622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129897498500475,"score_gpt":0.1888810691180478,"score_spread":0.1775820941330431,"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."}}