{"id":"W4406997072","doi":"10.1515/9781478091073","title":"Downwardly Global","year":2017,"lang":"en","type":"book","venue":"","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics","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":[0.000510735,0.0001455128,0.0001924534,0.00004036993,0.0007660509,0.0004410532,0.0007368947,0.0003526126,0.003335248],"category_scores_gemma":[0.0001572241,0.0001521755,0.0001603583,0.00003943318,0.0004474676,0.0004145565,0.00003389916,0.0001243117,0.001471557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000764315,"about_ca_system_score_gemma":0.00318638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008999749,"about_ca_topic_score_gemma":0.2481331,"domain_scores_codex":[0.9983872,0.00004590432,0.0001810035,0.0002722995,0.0008922924,0.0002212877],"domain_scores_gemma":[0.9990363,0.00004421263,0.0001728219,0.000308077,0.0003088405,0.0001297835],"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":[9.459072e-7,0.000008250021,0.0002880846,0.000004299027,0.00001798592,0.000002960716,0.0002236058,2.976852e-7,3.257766e-8,0.6516618,0.3467152,0.001076536],"study_design_scores_gemma":[0.0000569575,0.000003775527,0.003634715,0.00001277479,0.00002465551,2.174007e-7,0.0000505231,3.392912e-7,1.803453e-7,0.195287,0.8007818,0.0001470277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002669084,0.0001231748,0.0001674244,0.002108849,0.0009107384,0.0002364481,0.0001444923,0.0001385591,0.9961436],"genre_scores_gemma":[0.002562643,0.0001318304,0.0002116863,0.0002128099,0.0009428962,0.000006457386,0.0001514429,0.000009823223,0.9957704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4563748,"threshold_uncertainty_score":0.9993059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04092973026260631,"score_gpt":0.3601600295102857,"score_spread":0.3192302992476794,"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."}}