{"id":"W2507893136","doi":"10.1007/s12134-016-0501-1","title":"Of Intake and Outcomes: Wage Trajectories of Immigrant Classes in Canada","year":2016,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Earnings; Wage; Demographic economics; Government (linguistics); Labour economics; Economics; Political science; Law; Finance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001995612,0.0002214573,0.0004177277,0.000691249,0.00007180203,0.0001112866,0.0003011976,0.0001553436,0.0002152643],"category_scores_gemma":[0.003459615,0.000170565,0.000126172,0.0003150313,0.0002613481,0.001146342,0.00002519254,0.0002857758,5.703928e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006755,"about_ca_system_score_gemma":0.001714357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2438623,"about_ca_topic_score_gemma":0.9516778,"domain_scores_codex":[0.9968157,0.000639544,0.001456673,0.000217,0.0006885006,0.0001825185],"domain_scores_gemma":[0.9953686,0.001474026,0.00131291,0.0001237841,0.001587313,0.0001333964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003182482,0.000264003,0.4501514,0.00002982105,0.0001341493,0.000009390826,0.02676505,0.0003293289,0.04809118,0.4597479,0.001344433,0.01281508],"study_design_scores_gemma":[0.003814996,0.0005776106,0.8487874,0.00169199,0.00008777854,0.0001826565,0.04133909,0.01736468,0.02806404,0.01011602,0.04730462,0.0006691719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403948,0.00015542,0.03895794,0.01762034,0.0004663135,0.0002208046,0.0001072305,0.00001272322,0.002064498],"genre_scores_gemma":[0.9909601,0.004401246,0.002910871,0.0004293668,0.0001257413,0.00002127448,0.00003696913,0.00001653543,0.001097857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7078155,"threshold_uncertainty_score":0.7611729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233719639616622,"score_gpt":0.2899085452180109,"score_spread":0.2775713488218447,"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."}}