{"id":"W4232059218","doi":"10.31227/osf.io/tq52a","title":"World Class City","year":2018,"lang":"id","type":"preprint","venue":"","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Geography; Political science; Humanities; Art","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000647856,0.0002755056,0.0003299374,0.0000695553,0.0008267663,0.0007434508,0.0008501909,0.0003770573,0.06461872],"category_scores_gemma":[0.0001971519,0.0002399044,0.0002794837,0.0007541899,0.000703704,0.0002267639,0.0006869262,0.000342914,0.008256505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144518,"about_ca_system_score_gemma":0.0002532178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01436062,"about_ca_topic_score_gemma":0.2497838,"domain_scores_codex":[0.9973738,0.0003476618,0.0004038336,0.000628426,0.0007816975,0.0004646479],"domain_scores_gemma":[0.9983854,0.00002825603,0.0002678692,0.0003972542,0.0006110317,0.0003101411],"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":[0.000007630343,0.0001261161,0.01149912,0.00003985946,0.0000794779,0.000002772855,0.004369831,0.000004302225,0.00001265923,0.1974516,0.7857633,0.000643302],"study_design_scores_gemma":[0.000105355,0.000009645952,0.01149507,0.00005527996,0.00004479606,2.886996e-7,0.001872748,0.00005311515,0.00006382266,0.01099221,0.9749495,0.0003581014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02937958,0.00006848535,0.0002324214,0.004549676,0.005432387,0.0003818835,0.00001472322,0.0002197223,0.9597211],"genre_scores_gemma":[0.3713232,0.0002585123,0.0001489674,0.001407838,0.001151051,0.000008504448,0.00003573177,0.000007836709,0.6256584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3419436,"threshold_uncertainty_score":0.9925157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05648397279539651,"score_gpt":0.3428430908733065,"score_spread":0.28635911807791,"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."}}