{"id":"W4239387813","doi":"10.2167/jmmd519b.0","title":"Book Review","year":2006,"lang":"en","type":"article","venue":"Journal of Multilingual and Multicultural Development","topic":"Cultural, Psychoanalytic, and Sociopolitical Reflections","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Ethnic group; Sociology; Media studies; 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":[0.0004932798,0.0001292041,0.0002774247,0.00004477161,0.0005125993,0.00006244866,0.0001209029,0.00007271097,0.0003634514],"category_scores_gemma":[0.0003819932,0.00008168994,0.0001289281,0.0001282421,0.0002024464,0.0002373729,0.0000201846,0.0001928058,0.0000208842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612103,"about_ca_system_score_gemma":0.0001889509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002282676,"about_ca_topic_score_gemma":0.0002707933,"domain_scores_codex":[0.998463,0.00008851247,0.000587178,0.0001227229,0.0004491098,0.0002894669],"domain_scores_gemma":[0.9988703,0.0001127844,0.0002161923,0.00004610294,0.0005303273,0.0002243553],"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":[0.00009677885,0.0009267009,0.001045848,0.000615008,0.0004736781,0.0001539613,0.07153274,0.00001371175,0.002185049,0.003600931,0.8450227,0.07433289],"study_design_scores_gemma":[0.0003820806,0.00002110696,0.004264923,0.0003684634,0.00005713803,0.00002943537,0.002381676,0.000002592328,0.0004354608,0.00007070739,0.9918396,0.0001467974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4847963,0.4480066,0.00004590343,0.02449324,0.001945433,0.0008481515,0.000004859153,0.0001028477,0.03975672],"genre_scores_gemma":[0.6504555,0.1226408,0.01245107,0.01794388,0.003040388,0.0000194068,0.00001559151,0.00003180807,0.1934016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3253658,"threshold_uncertainty_score":0.3979537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596604487408171,"score_gpt":0.3647993756097797,"score_spread":0.338833330735698,"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."}}