{"id":"W4244362681","doi":"10.32920/ryerson.14667942.v1","title":"Changes to Food Service Within Super-Regional Shopping Centres in Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Metropolitan area; Casual; Business; Attractiveness; Marketing; Advertising; Food service; Service (business); Geography; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003389575,0.0002101598,0.0001644502,0.001132195,0.002579954,0.002901985,0.0007967599,0.0003226336,0.007050717],"category_scores_gemma":[0.001373579,0.0002319875,0.000424755,0.004733365,0.002041588,0.001091366,0.002061417,0.0006213458,0.0004011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04474403,"about_ca_system_score_gemma":0.01406747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9546216,"about_ca_topic_score_gemma":0.9843232,"domain_scores_codex":[0.9993041,0.00009982561,0.00001971341,0.00008281029,0.000169244,0.0003243796],"domain_scores_gemma":[0.9987602,0.0001089039,0.0002266196,0.00005994832,0.0002925968,0.0005516895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004292718,0.000125362,0.8366824,0.0003738413,0.0001131925,0.002893273,0.07182411,0.005558489,0.001731616,0.02593698,0.01165538,0.04267609],"study_design_scores_gemma":[0.000006132934,0.0000395134,0.9146282,0.00007172401,0.00001932896,0.0001514854,0.06519771,0.00157376,0.0001545832,0.0004013848,0.01772852,0.00002756973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800831,0.0003975767,0.0002624577,0.0006527387,0.00001714136,0.00002792964,0.00108868,0.00001748314,0.0174529],"genre_scores_gemma":[0.9963136,0.0002080466,0.0001398866,0.00002828997,0.000003064772,0.00000600434,0.0003117132,0.000006306625,0.002983068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04537845,"threshold_uncertainty_score":0.3246422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07481773625057173,"score_gpt":0.2760839671898442,"score_spread":0.2012662309392725,"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."}}