{"id":"W4245059360","doi":"10.1353/mos.2012.0026","title":"Introduction","year":2012,"lang":"en","type":"article","venue":"Mosaic","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0001983768,0.00001689122,0.00002305171,0.00001044516,0.000219397,0.000009059792,0.00002183778,0.00001303521,0.001383322],"category_scores_gemma":[0.00007395369,0.00001515918,0.00001053668,0.00007257742,0.00004000278,0.0001068332,0.000005236101,0.0000185844,0.0008047623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001868981,"about_ca_system_score_gemma":0.000006925623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000244214,"about_ca_topic_score_gemma":0.0003314331,"domain_scores_codex":[0.999729,0.00002957968,0.00002933686,0.00003142057,0.00007371325,0.0001068841],"domain_scores_gemma":[0.9999045,0.0000067623,0.000008925676,0.00003364682,0.00001346965,0.00003274667],"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":[9.638437e-7,0.00001706157,0.008663114,9.056295e-7,0.00000328377,3.110124e-8,0.02223699,4.630705e-7,0.00007816475,0.1382834,0.8239062,0.006809408],"study_design_scores_gemma":[0.00001499608,0.000001782685,0.002868642,2.460818e-7,0.00000139754,6.651424e-8,0.002786143,7.656631e-7,0.00006476067,0.0001630166,0.9940774,0.00002079566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1594106,0.001498786,0.0005108674,0.05711559,0.004755112,0.000184474,0.000002474861,0.0002773241,0.7762448],"genre_scores_gemma":[0.9790787,0.00006002717,0.00008472277,0.0001645904,0.00334431,0.000004142521,0.00000198875,0.000001390842,0.01726014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8196682,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470336317392459,"score_gpt":0.3093038484390293,"score_spread":0.2846004852651047,"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."}}