{"id":"W4293034243","doi":"10.1007/978-3-031-06003-8_20","title":"History and Future of Migration in International Business: From River to Tidal Flows","year":2022,"lang":"en","type":"book-chapter","venue":"Contributions to management science","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Metaphor; Conceptualization; Refugee; Immigration; Social capital; Sociology; International business; Economic geography; Political science; Political economy; Positive economics; Social science; Economics; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004684714,0.0002341198,0.0001659166,0.0009953987,0.001732163,0.005122419,0.0005747533,0.001277909,0.008092892],"category_scores_gemma":[0.001096979,0.0001355135,0.0001749854,0.003463139,0.006297554,0.005380703,0.001376974,0.001885285,0.0006078975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002371542,"about_ca_system_score_gemma":0.002294391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104788,"about_ca_topic_score_gemma":0.02155147,"domain_scores_codex":[0.9998031,0.00009541943,0.000006099558,0.0000269923,0.00003413025,0.00003437134],"domain_scores_gemma":[0.999708,0.0001704064,0.00002622836,0.00002159143,0.00003470323,0.00003909054],"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":[0.000006539892,0.00001363036,0.0005772475,0.00006082021,0.000002026751,0.00005778101,0.006104973,0.0003578968,0.00004412127,0.9231374,0.01905435,0.0505831],"study_design_scores_gemma":[0.000002991149,0.00001029195,0.001394544,0.0004074357,0.000002930613,0.00008344604,0.007416118,0.0003940808,0.00004118091,0.3579442,0.6322944,0.000008461867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02094483,0.1172687,0.005423824,0.04940323,0.002275874,0.00002090578,0.0001068823,0.00003247097,0.8045233],"genre_scores_gemma":[0.5253813,0.1651889,0.003324245,0.005729027,0.004801922,0.00005754461,0.000127645,0.0000865416,0.2953029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01104788,"threshold_uncertainty_score":0.02707338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008975373897242291,"score_gpt":0.256712491591346,"score_spread":0.2477371176941037,"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."}}