{"id":"W3213979579","doi":"10.32920/ryerson.14656149.v1","title":"Hybritopia: Seeking An Architecture of Reconciliation","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Urban Planning and Landscape Design","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Corporation; Epitome; Space (punctuation); Independence (probability theory); Sense of place; Foundation (evidence); Subject (documents); Sociology; Political science; Political economy; Environmental ethics; Geography; Social science; Law; Archaeology; Art","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":[0.0002071189,0.000124797,0.000185323,0.00002489369,0.00002503514,0.00003509297,0.0001991043,0.000150048,0.002230257],"category_scores_gemma":[0.00002678727,0.0001112953,0.00006542461,0.00006028456,0.00003345874,0.00004870239,0.0002523653,0.0002962179,0.00002047649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004820506,"about_ca_system_score_gemma":0.00002097187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007586157,"about_ca_topic_score_gemma":0.0003476843,"domain_scores_codex":[0.9990386,0.00008474396,0.0001858973,0.0003499928,0.0002157715,0.000125041],"domain_scores_gemma":[0.9994324,0.00003176434,0.0001146748,0.0003584186,0.000007886017,0.00005481077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007320729,0.0004757833,0.5684379,0.0003911836,0.0001734305,0.0001218631,0.01288745,0.09592178,0.08168574,0.00007146005,0.1090616,0.1306985],"study_design_scores_gemma":[0.00158908,0.0006727208,0.7193301,0.001181938,0.0003779411,0.0001772047,0.002326098,0.126896,0.07296752,0.003409927,0.06752843,0.00354296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94959,0.00007331656,0.01152918,0.0001054691,0.0002885294,0.0001380002,0.00001345874,0.00006681994,0.03819526],"genre_scores_gemma":[0.989684,0.000007185163,0.007558281,0.00009929328,0.00006748688,0.00000660297,0.0001706468,0.00001116641,0.00239537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1508922,"threshold_uncertainty_score":0.9986818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661474727806535,"score_gpt":0.224964197233673,"score_spread":0.2083494499556076,"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."}}