{"id":"W3164525002","doi":"10.1080/17510694.2021.1912536","title":"Art toy as a tool for engaging the global public on the city of Surabaya","year":2021,"lang":"en","type":"article","venue":"Creative Industries Journal","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Symbol (formal); Character (mathematics); Emblem; Tourism; Public diplomacy; Advertising; Global city; Marketing; Sociology; Resource (disambiguation); Visual arts; Business; Public relations; Political science; Diplomacy; Computer science; Art; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001680868,0.0001275423,0.0001815662,0.00001950036,0.002354973,0.0005268072,0.0003682593,0.0001328632,0.002589934],"category_scores_gemma":[0.006322721,0.00006741429,0.0001264758,0.0006464649,0.0006014665,0.0002275732,0.00007315938,0.000630381,0.000009577187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719717,"about_ca_system_score_gemma":0.001927678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001810819,"about_ca_topic_score_gemma":0.0002836646,"domain_scores_codex":[0.998207,0.0004683316,0.0003043925,0.0001435194,0.000515822,0.0003609243],"domain_scores_gemma":[0.9977064,0.000878364,0.0002513309,0.0001375689,0.0009132936,0.0001131001],"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":[0.00007379316,0.0000936676,0.0548301,0.000002605869,0.0002747558,0.00002147897,0.009027722,0.000005516364,0.00001948493,0.1676702,0.727395,0.04058572],"study_design_scores_gemma":[0.0002355373,0.00006419526,0.008909495,0.000059235,0.00002296022,0.00003350757,0.0798111,0.000001372925,0.001428152,0.004445895,0.9048812,0.0001073564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6580349,0.0002443626,0.0001569031,0.2168871,0.0005214349,0.0004151789,0.00005722118,0.00001798289,0.1236649],"genre_scores_gemma":[0.9383414,0.0001180186,0.00004529762,0.0009925179,0.000670368,0.00002510204,0.000006570838,0.000006097085,0.05979462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2803065,"threshold_uncertainty_score":0.9989438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382056803290117,"score_gpt":0.3425049154283998,"score_spread":0.2042992350993881,"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."}}