{"id":"W2990174394","doi":"","title":"International migration: Causes, challenges, and policy responses","year":2019,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Political science; Business","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":[0.006732884,0.0003573866,0.0007018596,0.002280895,0.005013347,0.0100264,0.001668746,0.00500223,0.01490564],"category_scores_gemma":[0.01371959,0.0003754227,0.0006160635,0.004168643,0.005321546,0.006478594,0.006561367,0.005652212,0.0008328842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01382279,"about_ca_system_score_gemma":0.03875283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1284571,"about_ca_topic_score_gemma":0.1768029,"domain_scores_codex":[0.9965945,0.001346071,0.0001158878,0.0001918053,0.0004021855,0.001349651],"domain_scores_gemma":[0.9934921,0.001997044,0.0008062418,0.000167696,0.00134198,0.002194921],"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":[0.0004061603,0.000670029,0.1077766,0.002038855,0.0001068533,0.001363452,0.02598688,0.002389567,0.0005710467,0.4069107,0.254141,0.1976389],"study_design_scores_gemma":[0.0001186807,0.0002337338,0.1779605,0.006620445,0.00009957796,0.0005727322,0.2990943,0.004452642,0.000415964,0.1317442,0.3784986,0.000188599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.09185394,0.02387022,0.0005757309,0.8495426,0.001429157,0.00005559403,0.0005718342,0.000037874,0.03206299],"genre_scores_gemma":[0.8821491,0.05829997,0.001028968,0.03534702,0.002796042,0.0001888467,0.0004741728,0.00004443836,0.01967148],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1284571,"threshold_uncertainty_score":0.2554187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05464969533184444,"score_gpt":0.3247098401199411,"score_spread":0.2700601447880966,"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."}}