{"id":"W4252198223","doi":"10.32920/ryerson.14646927","title":"An architecture of imagery","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Parallels; Realm; Architecture; Perception; Representation (politics); Context (archaeology); Emotive; Image schema; Computer science; Aesthetics; Cognitive science; Sociology; History; Visual arts; Psychology; Art; Engineering; Cognition; Political science","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":[0.00006447321,0.0002110956,0.0003901408,0.0001052982,0.0001858757,0.00006967832,0.0002263971,0.00006278064,0.003909741],"category_scores_gemma":[0.00001129962,0.0001618272,0.0002074412,0.000009557516,0.0004074376,0.00004275711,0.0003355488,0.000386535,0.00000911254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001188815,"about_ca_system_score_gemma":0.00007204052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002741678,"about_ca_topic_score_gemma":0.003533157,"domain_scores_codex":[0.9990986,0.00005556627,0.0002392762,0.000305855,0.0001549687,0.0001457442],"domain_scores_gemma":[0.9992085,0.00003586228,0.0001162603,0.0004699894,0.0001263461,0.0000431031],"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":[0.00005152608,0.0005381996,0.0002179297,0.001342739,0.0007113345,0.00007727971,0.8378549,0.001137732,0.001780351,0.07579246,0.03527818,0.04521739],"study_design_scores_gemma":[0.000166985,0.000151451,0.0002242697,0.0002496306,0.0001556929,0.000004661931,0.01877513,0.00003924625,0.001459813,0.01400885,0.9640068,0.000757483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1927335,0.003537055,0.001645881,0.0008426332,0.002458882,0.0002821665,0.0001427409,0.0002458293,0.7981113],"genre_scores_gemma":[0.9843524,0.00003426437,0.001695849,0.0004482354,0.00113078,0.00001715603,0.0001011671,0.00002754423,0.01219261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9287286,"threshold_uncertainty_score":0.9970008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674154791747291,"score_gpt":0.233425008162526,"score_spread":0.2066834602450531,"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."}}