{"id":"W2993548478","doi":"10.56105/cjsae.v22i2.969","title":"Adult immigrants' participation in Canadian education and training","year":2010,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; University of British Columbia","funders":"","keywords":"Adult education; Immigration; Training (meteorology); Sociology; Gender studies; Political science; Psychology; Pedagogy; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009429986,0.00007938415,0.0001102772,0.0004205418,0.001288933,0.0001496889,0.0001937022,0.00007123603,0.00005820987],"category_scores_gemma":[0.001389354,0.00007031092,0.00003025178,0.0003231334,0.0001028816,0.0002128775,0.000001710951,0.0002111473,0.000002735856],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329088,"about_ca_system_score_gemma":0.01875852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874782,"about_ca_topic_score_gemma":0.9995297,"domain_scores_codex":[0.998956,0.0001207088,0.0003147703,0.0001167352,0.0001265539,0.0003652627],"domain_scores_gemma":[0.9980788,0.000129695,0.0001755868,0.000136046,0.000716058,0.0007638374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004535602,0.0001230686,0.2834756,0.000008909053,0.00001400717,1.135285e-7,0.5918733,0.000003597026,0.00001543511,0.02702205,0.00319676,0.09426262],"study_design_scores_gemma":[0.0002079268,0.00005107236,0.3689162,0.00004080409,0.00002308815,0.000006152321,0.5802649,0.00001348066,0.000004276405,0.001233152,0.04914866,0.00009023817],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981526,0.00009649283,0.000002450654,0.01098231,0.004480096,0.0007725415,0.000008661428,0.000002743795,0.002128661],"genre_scores_gemma":[0.9975951,0.00002014816,0.00006358089,0.0004171854,0.001085613,0.0001513665,0.000004798118,0.000009708244,0.0006525347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09417238,"threshold_uncertainty_score":0.991356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03188223968244996,"score_gpt":0.3817264687815629,"score_spread":0.3498442290991129,"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."}}