{"id":"W7034493895","doi":"","title":"From Temporary Foreign Workers to Permanent Residents: Differences in Transition Rates Among Work Permit Categories","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Immigration; Work (physics); Destinations; Foreign exchange","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":[0.0007173482,0.0001475648,0.0001915283,0.001061753,0.001194739,0.001114492,0.0006460912,0.0003573934,0.002891792],"category_scores_gemma":[0.003750497,0.0001550538,0.0006385314,0.001383446,0.0005377597,0.0004817126,0.001090467,0.0008679579,0.0004256912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002396174,"about_ca_system_score_gemma":0.005054197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.692901,"about_ca_topic_score_gemma":0.8091413,"domain_scores_codex":[0.9992527,0.00006556321,0.00005663838,0.0001637258,0.0001433155,0.000318034],"domain_scores_gemma":[0.9981279,0.0002131897,0.0005071483,0.00009450263,0.0004384505,0.0006188654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007496263,0.0000242177,0.9925587,0.00001365901,0.00002046124,0.00007209669,0.001764366,0.00007266119,0.0000838851,0.0001114171,0.0006285895,0.004574922],"study_design_scores_gemma":[0.000001983921,0.00001560293,0.9947333,0.0000302723,0.000007775185,0.00005026075,0.004291632,0.0002058528,0.00003791038,0.0000372513,0.0005806943,0.000007501678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977294,0.0001853419,0.0000930322,0.000173916,0.00001168246,0.00001589313,0.0009075928,0.000007867478,0.0008754323],"genre_scores_gemma":[0.9978694,0.000168755,0.0000772932,0.00004428406,0.000003290508,0.00001099634,0.001016772,0.000005529527,0.0008037167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.692901,"threshold_uncertainty_score":0.6178152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904255905852253,"score_gpt":0.2127950669704713,"score_spread":0.1937525079119488,"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."}}