{"id":"W3160921606","doi":"","title":"The Evolution of Commercial Structure in the North American City: A Toronto Case Study","year":2012,"lang":"en","type":"report","venue":"TSpace (University of Toronto)","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006629039,0.0002959546,0.0006288767,0.00006276277,0.0005457549,0.00004252451,0.0007244925,0.00008664657,0.0008788689],"category_scores_gemma":[0.00006253305,0.0002345721,0.0001902803,0.0002231432,0.0003864238,0.0007324089,0.0006254608,0.0002711042,0.000002684473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336999,"about_ca_system_score_gemma":0.0001702962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9834085,"about_ca_topic_score_gemma":0.9984781,"domain_scores_codex":[0.9982531,0.00009032562,0.0002349793,0.0002856271,0.0008058687,0.0003300811],"domain_scores_gemma":[0.9977111,0.00009794645,0.001025868,0.0006808467,0.000469573,0.00001468092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006067545,0.0001790725,0.8689191,0.00008717815,0.0001737231,0.0001334418,0.007058994,3.248682e-7,0.000001172971,0.00003194574,0.0008038756,0.1225505],"study_design_scores_gemma":[0.000281209,0.00003358459,0.768978,0.00001950286,0.0007332197,0.00002066334,0.2173554,0.000005488257,1.324145e-8,5.904789e-7,0.01239636,0.0001759943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696354,0.003156751,0.000004756654,0.0002207604,0.0004232471,0.0008618936,0.0000314667,0.00002692223,0.02563881],"genre_scores_gemma":[0.9989114,0.0003252271,0.00001489939,0.000006236693,0.0001953345,0.000001736651,0.00001504903,0.00001888322,0.0005111901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2102964,"threshold_uncertainty_score":0.9622998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04234313045441782,"score_gpt":0.2771429186522251,"score_spread":0.2347997881978073,"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."}}