{"id":"W3209730982","doi":"10.32920/ryerson.14643849.v1","title":"Nothingness: an exploration of dissolving architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Division of Graduate Education","keywords":"Nothing; Architecture; Existentialism; Aesthetics; Epistemology; Objectification; Sociology; Computer science; Philosophy; Visual arts; 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":[0.00007926675,0.0002077433,0.0002922319,0.00006223281,0.0001744704,0.0003359613,0.0002592623,0.00009977282,0.002569671],"category_scores_gemma":[0.00002246494,0.0001395721,0.0001422496,0.00001778748,0.000158694,0.0005808529,0.0002332692,0.0003844811,0.000004428828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000898467,"about_ca_system_score_gemma":0.00005090712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008958375,"about_ca_topic_score_gemma":0.007907872,"domain_scores_codex":[0.9989871,0.00006583129,0.0002987913,0.0003024049,0.0002088173,0.000137057],"domain_scores_gemma":[0.9992507,0.00002821388,0.0001780402,0.0003129024,0.0001849216,0.00004526801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000200273,0.0001043469,0.00002988826,0.000471732,0.000114363,0.000008171452,0.8606996,0.005869691,0.001260794,0.1055554,0.0002836967,0.02558224],"study_design_scores_gemma":[0.0005886836,0.0006544745,0.0003930477,0.002799099,0.0004963135,0.00001321829,0.4515378,0.001238732,0.01813136,0.3601032,0.1608611,0.00318291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833202,0.001146412,0.007839109,0.002125112,0.001798853,0.0004889785,0.00007200294,0.0003243697,0.1530032],"genre_scores_gemma":[0.9943717,0.00002300935,0.001458521,0.0003867463,0.000774371,0.00002542729,0.0002372931,0.00001633219,0.002706597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4091619,"threshold_uncertainty_score":0.9983421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09432311597146235,"score_gpt":0.2852950657479498,"score_spread":0.1909719497764874,"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."}}