{"id":"W7016024648","doi":"","title":"Urban transformation through creativity : applying the creative city concept to Makkah","year":2017,"lang":"en","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Creative city; Prestige; Relation (database); Ideology; Urban planning; Creative Cities; Acronym; Qualitative research; Key (lock)","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":[0.001636716,0.0005009971,0.0002658392,0.001999406,0.007380259,0.008301096,0.001161261,0.001204313,0.002433745],"category_scores_gemma":[0.001668624,0.0001876192,0.000414878,0.002503595,0.01575194,0.00430364,0.007695516,0.001665312,0.0001671957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009180738,"about_ca_system_score_gemma":0.003977919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01592064,"about_ca_topic_score_gemma":0.02991248,"domain_scores_codex":[0.9987705,0.0007812208,0.00003397312,0.00008450359,0.0001428618,0.0001869374],"domain_scores_gemma":[0.9990323,0.0006163836,0.0001082346,0.00005830071,0.00008791407,0.0000969844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003825597,0.00007819505,0.005248966,0.0002944511,0.00001277116,0.001766164,0.3403708,0.001035741,0.0002724758,0.6195716,0.001636265,0.02967427],"study_design_scores_gemma":[0.0000243521,0.00009469047,0.008896017,0.0005388251,0.00002975203,0.00114122,0.7850529,0.003514722,0.0006840247,0.08634964,0.1136203,0.00005362316],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6329637,0.005154595,0.01005156,0.006684809,0.0002479124,0.0002498454,0.00005240285,0.00002741769,0.3445677],"genre_scores_gemma":[0.9922206,0.001436417,0.002366891,0.0001283729,0.0000214095,0.00005561533,0.00001064681,0.000005687242,0.003754259],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01592064,"threshold_uncertainty_score":0.06661123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621959347571098,"score_gpt":0.2611583759637211,"score_spread":0.2249387824880101,"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."}}