{"id":"W4247866310","doi":"10.32920/ryerson.14653596","title":"The in-between: the architecture of surface","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Realm; Public space; Architecture; Public domain; Political science; Public relations; Geography; Architectural engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003263626,0.0002862683,0.000185716,0.0004881455,0.001925621,0.00742973,0.0006062788,0.0007749334,0.00662156],"category_scores_gemma":[0.0009784577,0.0003183353,0.0002925017,0.0006317277,0.00969319,0.003968399,0.002696271,0.001429061,0.0009075229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743629,"about_ca_system_score_gemma":0.001072423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005003827,"about_ca_topic_score_gemma":0.005390549,"domain_scores_codex":[0.999465,0.0001860091,0.00001189885,0.0001089278,0.0001472239,0.00008084586],"domain_scores_gemma":[0.9997208,0.00005812568,0.00002114362,0.0001097122,0.00005477703,0.00003542362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002937673,0.00001153306,0.001638009,0.00003631533,0.000008585441,0.0001014898,0.005946224,0.005893135,0.002194975,0.9643943,0.002179287,0.01756679],"study_design_scores_gemma":[0.00001816841,0.00005558978,0.004637494,0.00006401133,0.00002536515,0.000185872,0.008220073,0.014796,0.001536875,0.7948052,0.1756207,0.00003461415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2827836,0.001463709,0.2250448,0.005785436,0.0002533173,0.00005097728,0.0002368308,0.0006082263,0.4837732],"genre_scores_gemma":[0.9739795,0.0003199579,0.01139716,0.0001170366,0.00003424931,0.00002081334,0.00007736176,0.0001744282,0.01387948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00742973,"threshold_uncertainty_score":0.02215135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107321552302264,"score_gpt":0.1981508378820076,"score_spread":0.1870776223589849,"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."}}