{"id":"W2618817952","doi":"10.1177/0741713617697423","title":"Does Nonformal Education Matter? Nonformal Education, Immigration, and Skills in Canada","year":2017,"lang":"en","type":"article","venue":"Adult Education Quarterly","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Numeracy; Immigration; Adult education; Adult literacy; Literacy; Psychology; Gerontology; Medical education; Pedagogy; Medicine; Political science","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":[0.001040828,0.0002482478,0.0004197613,0.001483417,0.004323079,0.00210263,0.001079157,0.0005224289,0.003731364],"category_scores_gemma":[0.004688506,0.0001782744,0.0004199913,0.003537076,0.001779249,0.0006174007,0.00178084,0.001259953,0.0001647494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02301957,"about_ca_system_score_gemma":0.07337449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946768,"about_ca_topic_score_gemma":0.9979475,"domain_scores_codex":[0.998723,0.00010513,0.00004938541,0.0001105749,0.0002788431,0.000733018],"domain_scores_gemma":[0.9954547,0.0004581357,0.0007844879,0.0001020665,0.0009869253,0.002213611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006971805,0.00009375525,0.9790822,0.00004552364,0.00003346615,0.0001835863,0.004041099,0.0001374599,0.00008110653,0.00121932,0.00169874,0.01331405],"study_design_scores_gemma":[0.000006109679,0.00001812973,0.98836,0.00009910366,0.00001387587,0.00003839778,0.008838613,0.0001609632,0.00004167383,0.0001438213,0.00226902,0.0000103259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898264,0.0009362509,0.00004357123,0.002450498,0.00002977416,0.0000186845,0.0008611376,0.000005632053,0.005828124],"genre_scores_gemma":[0.9973611,0.0006765632,0.00004610639,0.0001775043,0.000008820984,0.000005001717,0.0003465904,0.000002578664,0.001375721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02301957,"threshold_uncertainty_score":0.1670194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001890654205994047,"score_gpt":0.2545181382049919,"score_spread":0.2526274839989978,"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."}}