{"id":"W4392495663","doi":"10.55016/ojs/sppp.v15i1.76170","title":"Social Policy Trends: The Return to Labour Market Investments in Female Immigrants","year":2022,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Immigration; Demographic economics; Labour economics; Business; Economics; Geography","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":[0.0007306614,0.0001124612,0.00009512602,0.0007411134,0.0008256835,0.001645565,0.0002908816,0.001072368,0.01270247],"category_scores_gemma":[0.003820899,0.00008996456,0.0002271754,0.001305934,0.0004736701,0.00117836,0.0009189533,0.0009800143,0.001050809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364066,"about_ca_system_score_gemma":0.002194233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04044965,"about_ca_topic_score_gemma":0.09529659,"domain_scores_codex":[0.999527,0.00009217086,0.00001915171,0.00003017804,0.00006750513,0.0002639499],"domain_scores_gemma":[0.9980421,0.0002770721,0.0007813683,0.0000511868,0.00033011,0.0005180806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004606562,0.0002598947,0.8659611,0.0001435243,0.00005399463,0.0004439478,0.008308893,0.0003854673,0.0006159841,0.01649844,0.01579321,0.09107473],"study_design_scores_gemma":[0.000008308198,0.0001107043,0.9642705,0.00009778902,0.00001743463,0.000108198,0.01548932,0.000194187,0.0001972729,0.000847435,0.01865012,0.000008705108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552664,0.001552312,0.00005574857,0.02433716,0.0001471769,0.00001034177,0.0012654,0.000007542626,0.01735788],"genre_scores_gemma":[0.9844892,0.00165878,0.00003851088,0.001079839,0.0001676593,0.00001175616,0.0005956932,0.000007270928,0.01195124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04044965,"threshold_uncertainty_score":0.08042842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320524447136207,"score_gpt":0.3579754457480229,"score_spread":0.3147702012766608,"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."}}