{"id":"W4242625511","doi":"10.32920/ryerson.14646408","title":"Toward A New Tectonic","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Opposition (politics); Standardization; Tectonics; Architectural engineering; Style (visual arts); Computer science; Civil engineering; Geology; Engineering; Political science; History; Paleontology; Archaeology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00001865515,0.0001350009,0.000140773,0.00004609504,0.000009490598,0.00004836354,0.0001317765,0.0001084867,0.0005836115],"category_scores_gemma":[0.000004559208,0.0001301894,0.00009114398,0.00005249477,0.000004186933,0.00001251206,0.0001380379,0.0003230231,0.00006415979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003143755,"about_ca_system_score_gemma":0.0001309828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003226367,"about_ca_topic_score_gemma":0.00001159939,"domain_scores_codex":[0.9995221,0.000007744577,0.0001063122,0.0001512237,0.000103419,0.0001092355],"domain_scores_gemma":[0.9997293,0.00002458458,0.000008290849,0.0001631053,0.00001554483,0.00005915346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[9.323976e-7,0.000003428312,0.000003658064,0.0001156553,0.00009269914,0.00002370369,0.0004047344,0.9422103,0.0001608072,0.0004679791,0.01034141,0.04617473],"study_design_scores_gemma":[0.0007048328,0.00005390851,0.003382253,0.0005335998,0.0001633792,0.0001479451,0.0001715739,0.7624784,0.01375381,0.169046,0.04723375,0.002330552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004780904,0.00185679,0.9360347,0.0001956384,0.0005350955,0.00009230377,0.000001513737,0.0005753572,0.05592765],"genre_scores_gemma":[0.9531415,0.00006524075,0.04481092,0.000147515,0.0003078401,0.00001273124,0.00004612715,0.00003351133,0.001434669],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9483606,"threshold_uncertainty_score":0.6390137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286843585158324,"score_gpt":0.2181877684528874,"score_spread":0.1953193326013042,"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."}}