{"id":"W1907254018","doi":"10.1111/j.1541-0064.2011.00396.x","title":"The spatial economy of North American trade fairs","year":2012,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Exhibition; Context (archaeology); Situated; Economic geography; Reflexivity; Space (punctuation); Field (mathematics); Economy; Economics; Geography; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0004729954,0.0002194362,0.0002665994,0.001315732,0.00207203,0.0001441536,0.0006094988,0.00004646442,0.00005640478],"category_scores_gemma":[0.00008290462,0.0001936354,0.0002599412,0.003633218,0.00446071,0.0002919899,0.00003675967,0.0001452097,0.00000544962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070903,"about_ca_system_score_gemma":0.0003016914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9485196,"about_ca_topic_score_gemma":0.9998377,"domain_scores_codex":[0.9976065,0.0001395387,0.000340293,0.0002406949,0.000213404,0.001459593],"domain_scores_gemma":[0.9979309,0.0001940954,0.0001951792,0.0003964031,0.00009660856,0.001186839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006922599,0.00001985571,0.6996971,0.00001212836,0.0001418123,0.000003501089,0.00569534,0.000003011657,1.873407e-7,0.1562051,0.009878463,0.1283365],"study_design_scores_gemma":[0.00005353705,0.00003654552,0.4515976,0.000005495937,0.00003210455,8.161607e-7,0.02956939,0.000002062086,0.00000107359,0.0005981885,0.5179207,0.000182495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906715,0.001369898,0.00001030099,0.01361216,0.001071536,0.0005831879,0.0001333315,0.0000776711,0.07642697],"genre_scores_gemma":[0.996919,0.002058411,0.00003282951,0.0004167591,0.0003213038,0.00007469852,0.00002441662,0.00001798191,0.0001345711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5080422,"threshold_uncertainty_score":0.9992271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101961106693262,"score_gpt":0.2103682820571629,"score_spread":0.2001721713878367,"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."}}