{"id":"W2331877221","doi":"10.7202/1016058ar","title":"Lewis, Robert, ed. <i>Manufacturing Suburbs: Building Work and Home on the Metropolitan Fringe</i>","year":2005,"lang":"en","type":"article","venue":"Urban History Review","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Work (physics); Sociology; Regional science; Gerontology; Economic geography; Engineering; History; Geography; Archaeology; Medicine; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009703438,0.0001534804,0.0002545427,0.00005484794,0.0005468756,0.00004754148,0.0002914483,0.00005979099,0.001017324],"category_scores_gemma":[0.0002330657,0.000120325,0.00008216864,0.0001727408,0.0001832954,0.0001808987,0.00003813615,0.0002274973,0.0001078521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217234,"about_ca_system_score_gemma":0.00006794977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001693248,"about_ca_topic_score_gemma":0.000097859,"domain_scores_codex":[0.9985847,0.0002782262,0.000245944,0.0002605206,0.0003215988,0.0003089631],"domain_scores_gemma":[0.9992301,0.0002028328,0.0001343019,0.0002543531,0.00003375675,0.0001445811],"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":[0.000002802287,0.00002447162,0.002013322,0.0001392592,0.00001808071,0.000002506464,0.001966375,0.000002223873,0.00000589998,0.06974738,0.9175641,0.008513574],"study_design_scores_gemma":[0.00005172612,0.000009442231,0.0002663668,0.0007290294,0.00003641079,7.954019e-7,0.0001235193,0.000001339884,0.00001530329,0.00003565303,0.9985678,0.0001626602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01078909,0.8807197,0.00006546962,0.01206738,0.0005469139,0.0005179272,0.000002374114,0.0002016974,0.0950895],"genre_scores_gemma":[0.7160155,0.1771196,0.0008916797,0.04179086,0.002219613,0.00008020835,0.00001146128,0.00009705908,0.06177405],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7052264,"threshold_uncertainty_score":0.9998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104470821284029,"score_gpt":0.2604912937647053,"score_spread":0.229446585551865,"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."}}