{"id":"W4238583682","doi":"10.33182/ml.v4i1.212","title":"Book Reviews","year":2014,"lang":"fr","type":"article","venue":"MIGRATION LETTERS","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Ethnography; Art; Political science; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001457385,0.0002032848,0.0002543166,0.0001114289,0.0004475359,0.0002052335,0.0002731663,0.0001339289,0.003441365],"category_scores_gemma":[0.0002499373,0.0002301905,0.0002073179,0.0005305494,0.0005872017,0.001435526,0.00001340795,0.0001674105,0.002966179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569187,"about_ca_system_score_gemma":0.0000727203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003305,"about_ca_topic_score_gemma":0.02075977,"domain_scores_codex":[0.997358,0.0008477482,0.0005204896,0.0003554412,0.0005648864,0.0003534674],"domain_scores_gemma":[0.9990971,0.0001316638,0.0002445868,0.0002536675,0.0001220673,0.0001509282],"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":[0.000002645182,0.00006034202,0.001412756,0.00004193147,0.00001485782,8.678428e-7,0.005170173,0.0001311067,0.0008349359,0.0976476,0.8869908,0.007691991],"study_design_scores_gemma":[0.0001605468,0.00001884058,0.006285743,0.00005932737,0.00005168674,8.52219e-7,0.000105544,0.0003997051,0.0001009029,0.0008924096,0.9916823,0.0002421694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04054434,0.04204861,0.0418972,0.8581577,0.004656299,0.00088126,0.00002611669,0.000146247,0.01164222],"genre_scores_gemma":[0.2073776,0.02638179,0.005437278,0.44671,0.008683961,0.0002395873,0.0004762945,0.0001042849,0.3045892],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4114477,"threshold_uncertainty_score":0.9978101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438773013698556,"score_gpt":0.2878410684807826,"score_spread":0.263453338343797,"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."}}