{"id":"W4400719627","doi":"10.1787/2b95c0dc-en","title":"Skills of the Canadian workforce","year":2020,"lang":"en","type":"book-chapter","venue":"Getting skills right","topic":"Organizational Downsizing and Restructuring","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Workforce; Business; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001148323,0.0003337981,0.0003350251,0.0002195086,0.0005472924,0.0001947417,0.0005717893,0.0002941269,0.0007909421],"category_scores_gemma":[0.0001787256,0.0002321389,0.0001952021,0.0001719074,0.0001307911,0.0001567958,0.0002245408,0.0004619871,0.000470581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009938021,"about_ca_system_score_gemma":0.0001982503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004692395,"about_ca_topic_score_gemma":0.01527835,"domain_scores_codex":[0.9984878,0.000004763994,0.0003974635,0.0003637048,0.0004413211,0.0003049792],"domain_scores_gemma":[0.9988199,0.00004744947,0.0005097763,0.0003819125,0.0002033649,0.00003757219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000288337,0.00001472274,0.003026176,0.0004368731,0.000147431,0.00005197,0.0001042263,0.0003147385,0.0000488614,0.9645752,0.02668854,0.004588348],"study_design_scores_gemma":[0.0001741089,0.000002419674,0.003855952,0.0009928903,0.000143165,0.000007400437,0.000003808846,0.00005450205,0.0001839856,0.05989547,0.9341734,0.0005128709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008321681,0.0001941789,0.000007287825,0.003816399,0.001498148,0.0002990833,0.0000260327,0.0001107919,0.9932159],"genre_scores_gemma":[0.4868261,0.00001884533,0.0003161713,0.006962597,0.006610624,0.000002976606,0.0001635371,0.0002433441,0.4988559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9074849,"threshold_uncertainty_score":0.9466349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005252837861781771,"score_gpt":0.1746052508370101,"score_spread":0.1693524129752284,"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."}}