{"id":"W2055942910","doi":"10.1111/imre.12094","title":"Do Pathways Matter? Linking Early Immigrant Employment Sequences and Later Economic Outcomes: Evidence from Canada","year":2014,"lang":"en","type":"article","venue":"International Migration Review","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Typology; Odds; Demographic economics; Settlement (finance); Opportunity structures; Labour economics; Life course approach; Economics; Sociology; Political science; Psychology; Politics; Social psychology; Logistic regression","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003666077,0.0004160893,0.0008152952,0.002047181,0.002299766,0.002018759,0.001963818,0.0006333762,0.002737163],"category_scores_gemma":[0.009264923,0.0002921545,0.0007556176,0.00851111,0.001245273,0.0005435253,0.001512937,0.0009041706,0.0002479805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01554627,"about_ca_system_score_gemma":0.04947981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918119,"about_ca_topic_score_gemma":0.994078,"domain_scores_codex":[0.9986082,0.0002866523,0.000127206,0.0002239906,0.0003706409,0.0003833419],"domain_scores_gemma":[0.9928396,0.001540431,0.001256483,0.0002524201,0.003406779,0.000704376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003740333,0.000111606,0.91415,0.001346944,0.0006109261,0.000388798,0.009366636,0.0003050353,0.0001379232,0.002234628,0.007037744,0.06393568],"study_design_scores_gemma":[0.00003288585,0.00004465566,0.9790059,0.001600802,0.0004141504,0.00009072438,0.01080852,0.0002675025,0.00008011257,0.0002663034,0.007354899,0.00003359813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091093,0.07572955,0.0003213539,0.003880508,0.00009544333,0.00006480575,0.004834391,0.000009942208,0.005954651],"genre_scores_gemma":[0.9327202,0.06085837,0.0005658542,0.0006915326,0.00004902141,0.00004315329,0.003388756,0.00001377515,0.001669319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554627,"threshold_uncertainty_score":0.1127966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768097234955911,"score_gpt":0.3005802621488632,"score_spread":0.2728992897993041,"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."}}