{"id":"W2734795787","doi":"10.1093/oxfordhb/9780199757640.013.041","title":"Public Screens and Urban Life","year":2013,"lang":"en","type":"reference-entry","venue":"","topic":"Night-time city culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Modernity; Entertainment; Newspaper; Public space; Media studies; Variety (cybernetics); Relation (database); Sociology; History; Visual arts; Advertising; Art; Political science; Engineering; Computer science; Architectural engineering; Law","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":[0.0003263988,0.0002712551,0.0004152124,0.0001182621,0.0005911313,0.0007625401,0.0005592661,0.0009934114,0.01447341],"category_scores_gemma":[0.0006653846,0.000206893,0.0001000352,0.0002801642,0.0004240636,0.0003987295,0.0001683548,0.0006040466,0.001249476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087363,"about_ca_system_score_gemma":0.0009372729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006075477,"about_ca_topic_score_gemma":0.007543497,"domain_scores_codex":[0.997754,0.0002303339,0.0002297515,0.000464988,0.0007320158,0.0005888564],"domain_scores_gemma":[0.9984711,0.0001118277,0.0001416134,0.0002949916,0.0002829121,0.000697486],"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":[4.546875e-7,0.0000163809,0.0005050266,0.00002640169,0.00003688772,0.000001173881,0.001066546,2.565741e-9,1.072075e-7,0.08390864,0.9074581,0.006980231],"study_design_scores_gemma":[0.0000946532,0.00001298771,0.0004595379,0.00005549466,0.00002603565,5.621158e-7,0.001471062,9.78593e-7,3.910218e-7,0.0007848324,0.9967929,0.0003006194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002022889,0.005020536,0.0000110511,0.009719576,0.0006518204,0.0004244734,0.0000434568,0.0002249524,0.9837018],"genre_scores_gemma":[0.002944176,0.0242443,0.0004076373,0.001035863,0.002761072,0.00002447759,0.0001132608,0.00002782918,0.9684414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0893347,"threshold_uncertainty_score":0.9995282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08071067410673609,"score_gpt":0.2879717972094155,"score_spread":0.2072611231026794,"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."}}