{"id":"W2924120795","doi":"10.1177/0038038519837181","title":"Book Review: Sarah Neal, Katy Bennett, Allen Cochrane and Giles Mohan, <i>Lived Experiences of Multiculture: The New Social and Spatial Relations of Diversity</i>","year":2019,"lang":"en","type":"article","venue":"Sociology","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Sociology; Diversity (politics); Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003680765,0.00007118137,0.0002561351,0.00001379159,0.0005538661,0.000006481736,0.0001397637,0.0001413225,0.0007000146],"category_scores_gemma":[0.0001143033,0.00005356812,0.00005508347,0.00003409696,0.001223907,0.0001086048,0.00009398096,0.00008959381,0.000005456945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001377001,"about_ca_system_score_gemma":0.00007792526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005455335,"about_ca_topic_score_gemma":0.00456683,"domain_scores_codex":[0.999158,0.0002568574,0.0001989914,0.0001504925,0.00009933003,0.0001362833],"domain_scores_gemma":[0.9993513,0.0002633932,0.0001954906,0.00007341937,0.00007439763,0.00004206282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001081003,0.00001701298,0.01415034,0.00005852732,0.00003346267,9.609054e-8,0.8839071,0.000001580369,0.0001064934,0.001465312,0.1000173,0.0002319976],"study_design_scores_gemma":[0.001626814,0.0003407999,0.1034226,0.000185504,0.0002425081,0.000001760453,0.6094999,0.0001158484,0.0001709431,0.00452482,0.2794082,0.0004604173],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082187,0.08207811,0.00002735233,0.007774296,0.0001538756,0.0003924138,0.000007265949,0.0000109792,0.001336978],"genre_scores_gemma":[0.9685163,0.02769602,0.00003626542,0.001653837,0.000171542,0.000007856994,0.000008748671,0.000002801824,0.001906622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2744072,"threshold_uncertainty_score":0.8246871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824654413772014,"score_gpt":0.304557485405325,"score_spread":0.2763109412676048,"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."}}