{"id":"W2801011597","doi":"","title":"First Quarter 2018: Introducing Our Gateway Cities Index","year":2018,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Index (typography); Gateway (web page); Computer science; Geography; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009032157,0.0004841618,0.0002511154,0.001591417,0.0004161052,0.003725877,0.0008240034,0.0004097682,0.05857972],"category_scores_gemma":[0.004267183,0.0002568061,0.0003573164,0.002991682,0.0001675886,0.002743713,0.00122757,0.001315902,0.03542177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261814,"about_ca_system_score_gemma":0.0008298758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02582669,"about_ca_topic_score_gemma":0.0292622,"domain_scores_codex":[0.9995597,0.00004591197,0.00003270465,0.00006021011,0.0002436622,0.00005778236],"domain_scores_gemma":[0.9983929,0.000152511,0.0001083419,0.0001658216,0.0008798362,0.0003006372],"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":[0.00005808794,0.00003152779,0.006557043,0.00004553661,0.000005621195,0.00003115466,0.000120978,0.0006772548,0.0001804388,0.004346672,0.9611937,0.02675193],"study_design_scores_gemma":[0.00002824405,0.00003704257,0.01909327,0.00005609046,0.00000705552,0.00003513641,0.0002687266,0.003653869,0.0005751674,0.002181353,0.9740376,0.00002648111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.04986634,0.0007857063,0.01314603,0.00991167,0.005166044,0.0004923809,0.5598863,0.01301499,0.3477305],"genre_scores_gemma":[0.1288667,0.00154205,0.02523458,0.001441122,0.001933358,0.0006745957,0.5816364,0.01048809,0.248183],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05857972,"threshold_uncertainty_score":0.1959687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049397835835153,"score_gpt":0.2546529992164353,"score_spread":0.2241590208580838,"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."}}