{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007896621,0.00006176302,0.00009978547,0.00002404512,0.001629181,0.001831207,0.0001555235,0.00002331387,0.008991927],"category_scores_gemma":[0.0001045771,0.0000552653,0.00003888123,0.0009298197,0.00002709556,0.0006430143,0.0004191393,0.00006665213,0.0004453797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001788415,"about_ca_system_score_gemma":0.00004261438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004591662,"about_ca_topic_score_gemma":0.001719429,"domain_scores_codex":[0.9995089,0.000004855964,0.00008461589,0.0001568929,0.0001075833,0.0001371412],"domain_scores_gemma":[0.9997221,0.00001061213,0.00003018084,0.00009560206,0.0001304654,0.00001100788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007777049,0.00007997016,0.00009558134,0.000006617337,0.00002676804,0.00002866466,0.000007616063,0.000004077287,0.00002582804,0.007153867,0.9913523,0.001210973],"study_design_scores_gemma":[0.0002978594,0.000003342061,0.0002890608,0.0000130046,0.00003050246,0.00000309988,0.000523649,0.00007442455,0.00001497723,0.002264353,0.9964043,0.0000813524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001250523,0.00003084443,0.0001892865,0.004986209,0.000553287,0.0001337646,0.000002549468,0.00004638436,0.9939326],"genre_scores_gemma":[0.01248203,0.00001193778,0.0003619368,0.005978077,0.0007514402,0.00005580527,0.00001512907,0.00000903184,0.9803346],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01359801,"threshold_uncertainty_score":0.9996706,"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."}}