{"id":"W2230481659","doi":"10.1177/0042098015613501","title":"Book review: Scenes from the Suburbs: The Suburb in Contemporary US Film and Television","year":2015,"lang":"en","type":"article","venue":"Urban Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Media studies; Sociology; Economic geography; Geography; Visual arts; Advertising; Art; Business","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":[0.0006622652,0.0008671758,0.001122392,0.004450162,0.0009819129,0.004052569,0.001039126,0.002798854,0.0426774],"category_scores_gemma":[0.004450256,0.0005140625,0.0003327026,0.01000726,0.0009076068,0.002281265,0.0009531021,0.002357872,0.01033758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003278714,"about_ca_system_score_gemma":0.003727078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03253968,"about_ca_topic_score_gemma":0.09338976,"domain_scores_codex":[0.9995821,0.00009542872,0.00002737619,0.00006373417,0.0001784473,0.00005276617],"domain_scores_gemma":[0.9957561,0.00193555,0.0003208092,0.00008712978,0.001565775,0.0003345385],"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":[0.000005532776,0.000004308638,0.0000452301,0.0005151575,0.00000403652,0.00001143132,0.00004414949,0.00001666524,0.00002235304,0.0003372367,0.9833839,0.01561],"study_design_scores_gemma":[0.000007075711,0.000008933368,0.0009806756,0.001828301,0.00001382285,0.00006402851,0.0001984664,0.00001365313,0.00002632126,0.0002493327,0.9966034,0.000005896555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005830683,0.8875973,0.0001118182,0.04568188,0.03461323,0.00003688446,0.000818302,0.00003684477,0.03052063],"genre_scores_gemma":[0.00600788,0.8481014,0.0002194259,0.02141278,0.04871251,0.00007366612,0.0009914697,0.0001282809,0.07435249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0426774,"threshold_uncertainty_score":0.1427701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102002402109895,"score_gpt":0.2734293365009343,"score_spread":0.1632290962899448,"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."}}