{"id":"W4313403529","doi":"10.1111/ehr.13233","title":"Review of periodical literature for 2021","year":2022,"lang":"en","type":"article","venue":"The Economic History Review","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emigration; Theme (computing); Period (music); Population; History; Convergence (economics); Genealogy; World War II; Social science; Sociology; Demography; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005575932,0.001592215,0.00279255,0.0453447,0.00171132,0.007328375,0.002997196,0.003671909,0.1408444],"category_scores_gemma":[0.03149951,0.0009834864,0.001515936,0.04022017,0.001610226,0.008421033,0.003737635,0.002645425,0.1010792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00484472,"about_ca_system_score_gemma":0.01294709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241049,"about_ca_topic_score_gemma":0.00950969,"domain_scores_codex":[0.9934326,0.001059212,0.001683078,0.0005435437,0.002819253,0.0004621959],"domain_scores_gemma":[0.9592992,0.009713191,0.004867886,0.001421641,0.02247104,0.002227199],"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":[0.00004877272,0.00002682719,0.0001381302,0.03018426,0.00003327933,0.0002401646,0.0002685431,0.00002464371,0.0002652372,0.001734502,0.7620682,0.2049675],"study_design_scores_gemma":[0.000008013849,0.00001584151,0.0006386185,0.03159158,0.00002958522,0.000254362,0.0001538998,0.000007678723,0.00003085287,0.0004478248,0.9668112,0.00001057276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004664101,0.8518402,0.0005296042,0.01919206,0.05469921,0.0004706645,0.003852424,0.0002896014,0.06865983],"genre_scores_gemma":[0.003388014,0.8353251,0.00235815,0.02678301,0.03402391,0.001006009,0.008343688,0.000323261,0.08844893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1408444,"threshold_uncertainty_score":0.4711713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737777806624186,"score_gpt":0.2960170541572709,"score_spread":0.2686392760910291,"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."}}