{"id":"W3207527902","doi":"10.14288/1.0400176","title":"East Mall Redesign","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Diverse Legal and Medical Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009415138,0.001976495,0.0008768034,0.003900358,0.002112147,0.005566321,0.004415776,0.002764235,0.1714811],"category_scores_gemma":[0.01711841,0.00138406,0.002136952,0.002449961,0.001057296,0.003811218,0.003370909,0.003016258,0.07148657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003487124,"about_ca_system_score_gemma":0.00880799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01376018,"about_ca_topic_score_gemma":0.02785681,"domain_scores_codex":[0.9896214,0.002023317,0.0007798143,0.0007143872,0.006069885,0.0007911905],"domain_scores_gemma":[0.9826597,0.001353152,0.0005166398,0.00253786,0.0119249,0.001007836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000554732,0.000363654,0.001370272,0.002563987,0.00006101141,0.0005174222,0.001059525,0.002382745,0.00795954,0.01500621,0.3698161,0.5983449],"study_design_scores_gemma":[0.00004214337,0.0002753749,0.0009362786,0.000403277,0.00005129529,0.0003642375,0.0003998291,0.0005207931,0.003053506,0.0006655451,0.9932283,0.00005944199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03310453,0.01297468,0.1954176,0.008074497,0.01970257,0.01094814,0.01094689,0.01799886,0.6908323],"genre_scores_gemma":[0.07326104,0.008043072,0.1880168,0.005383086,0.0007330142,0.004571456,0.0105983,0.005927073,0.7034662],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1714811,"threshold_uncertainty_score":0.5736614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332329774188427,"score_gpt":0.2307245382281369,"score_spread":0.1874012404862527,"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."}}