{"id":"W2259995890","doi":"10.4324/9780203116494","title":"Migration in the 21st Century","year":2012,"lang":"en","type":"book","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":[],"category_scores_codex":[0.0009751541,0.00009137201,0.0001095756,0.00005624535,0.0002097137,0.00007213859,0.0002564133,0.0002376082,0.002373537],"category_scores_gemma":[0.00003489121,0.00006499194,0.00006247211,0.00005865855,0.00009275883,0.0002020253,0.00001176247,0.0001767551,0.0004805047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502378,"about_ca_system_score_gemma":0.0002899054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007808505,"about_ca_topic_score_gemma":0.4218578,"domain_scores_codex":[0.999163,0.0001407459,0.0001719296,0.0001225986,0.0002000633,0.0002016407],"domain_scores_gemma":[0.9995781,0.0001182121,0.00008343146,0.0001493288,0.00003032288,0.00004060304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001140278,0.00002944708,0.001445963,0.00001051164,0.000006193818,2.979264e-7,0.1158009,4.163172e-7,2.776954e-7,0.5670796,0.3118749,0.003750302],"study_design_scores_gemma":[0.00002910365,0.00000378103,0.001107558,0.000008274426,0.000007500316,1.281149e-7,0.01184246,9.59348e-7,4.190483e-7,0.004817848,0.9820898,0.00009221219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004745588,0.0009571022,0.000007243897,0.001368916,0.0004173558,0.0002916155,0.000003358701,0.00002405529,0.9964558],"genre_scores_gemma":[0.01227397,0.004269342,0.00002388711,0.0007946128,0.001924009,0.00002151843,0.00007533137,0.000007914785,0.9806094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6702148,"threshold_uncertainty_score":0.9987986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316286627200292,"score_gpt":0.2822308239683741,"score_spread":0.2506021612483449,"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."}}