{"id":"W4386745531","doi":"10.2139/ssrn.4569515","title":"Canada’s Missing Workers: Temporary Residents Working in Canada","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Statistics Canada","funders":"","keywords":"Geography; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001332155,0.0003944398,0.0007698936,0.001383752,0.02089084,0.005046051,0.00324338,0.003083173,0.008599467],"category_scores_gemma":[0.003655323,0.0006437234,0.0007856592,0.005153178,0.002702818,0.002124691,0.005105359,0.006567711,0.0006868021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05571977,"about_ca_system_score_gemma":0.1855128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963961,"about_ca_topic_score_gemma":0.9990792,"domain_scores_codex":[0.9960421,0.0002170669,0.0001110798,0.0001800653,0.0006534617,0.002796181],"domain_scores_gemma":[0.9915568,0.0003281586,0.0008533461,0.0001174432,0.002318683,0.004825672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004079538,0.0005469982,0.6783034,0.0005137448,0.0001138095,0.003492968,0.09701294,0.0003023718,0.0004172424,0.00534767,0.1517351,0.06180585],"study_design_scores_gemma":[0.0000350118,0.00007921123,0.4970565,0.0009880798,0.00007458946,0.000542981,0.466713,0.0002652486,0.00009671494,0.0005608125,0.03349093,0.00009698279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163324,0.004804013,0.0001215243,0.05874438,0.0007528097,0.0001159329,0.003700192,0.00001757575,0.0154111],"genre_scores_gemma":[0.9776782,0.003463749,0.0001520654,0.007508037,0.0001425542,0.00004535041,0.0009724533,0.00002577631,0.01001176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05571977,"threshold_uncertainty_score":0.4042771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137292311830644,"score_gpt":0.3395699472438197,"score_spread":0.2981970241255132,"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."}}