{"id":"W4411189845","doi":"10.37930/2782-618x-2025-4-1-21-27","title":"Creative Industry in a New Employment Structure (London Case)","year":2025,"lang":"en","type":"article","venue":"Noonomy and Noosociety Almanac of Scientific Works of the S Y Witte INID","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Business; Economic geography; Industrial organization; Labour economics; Engineering; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001077577,0.0002581533,0.0001896655,0.001229829,0.01227291,0.00908632,0.001284292,0.003308729,0.01872648],"category_scores_gemma":[0.001921577,0.0003159811,0.0004237983,0.00161276,0.009423213,0.0032487,0.007085749,0.002921645,0.002533811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001292,"about_ca_system_score_gemma":0.005058467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05759435,"about_ca_topic_score_gemma":0.1431264,"domain_scores_codex":[0.9975929,0.0007956867,0.00005791557,0.0001593489,0.0002779929,0.001116137],"domain_scores_gemma":[0.9985216,0.0003071729,0.0001747136,0.00009360714,0.0001034372,0.0007993818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001491548,0.0001673379,0.0065631,0.0001028016,0.00001375742,0.02532507,0.1105751,0.0008406385,0.0005791785,0.8260602,0.01492398,0.01469974],"study_design_scores_gemma":[0.0001488672,0.000122365,0.005987187,0.0003630935,0.00001246773,0.005504439,0.1844159,0.000894401,0.0004729006,0.02599049,0.7760247,0.00006318585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3631868,0.001235933,0.00143754,0.01345233,0.0002362917,0.0001382934,0.0001222232,0.00002909367,0.6201615],"genre_scores_gemma":[0.8743782,0.000663045,0.0004927173,0.001237157,0.00006227599,0.00009796362,0.00004676639,0.00002245507,0.1229994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05759435,"threshold_uncertainty_score":0.1145182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084466131694942,"score_gpt":0.2812128055949207,"score_spread":0.2603681442779713,"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."}}