{"id":"W4214777426","doi":"10.1787/0e596882-en","title":"Career Guidance for Adults in Canada","year":2022,"lang":"en","type":"book","venue":"Getting skills right","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Political science; Medical education; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00102155,0.0002573254,0.0003898729,0.0000666847,0.0006415947,0.0000469874,0.0006329064,0.0001487392,0.001756141],"category_scores_gemma":[0.0003934959,0.0002586001,0.0001446572,0.0001147278,0.0001321297,0.00006271471,0.000106293,0.0003094007,0.00001035088],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007585868,"about_ca_system_score_gemma":0.007459046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9097701,"about_ca_topic_score_gemma":0.9960548,"domain_scores_codex":[0.9970493,0.0001678036,0.0005111152,0.0005905323,0.0009652974,0.0007159567],"domain_scores_gemma":[0.9986771,0.0004403952,0.0002591891,0.0003683157,0.0001151807,0.0001398013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003070637,0.0001274723,0.01937137,0.0006057271,0.00006901413,0.00004878475,0.02149617,0.00007852648,7.808109e-7,0.01333736,0.9341187,0.01071532],"study_design_scores_gemma":[0.0003145682,0.00002483205,0.000845395,0.0002981612,0.00001846625,2.138386e-7,0.001162417,0.000006225722,0.00000624199,0.006379394,0.9905551,0.0003890033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008083951,0.001271964,0.000008623973,0.002412545,0.00421444,0.002618363,0.0004882992,0.00008675416,0.9808151],"genre_scores_gemma":[0.01911667,0.000130894,0.0002492722,0.0009221293,0.0012866,0.0005044451,0.0002883095,0.00007043107,0.9774312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08628464,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04735700603800474,"score_gpt":0.330468736323494,"score_spread":0.2831117302854892,"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."}}