{"id":"W2240623783","doi":"10.2139/ssrn.2661705","title":"Underperforming Adults? The Paradox of Skills Development in Canada","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; 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":[0.002316213,0.0002384828,0.0007819154,0.001972981,0.00650971,0.003695077,0.0021477,0.001689344,0.006621713],"category_scores_gemma":[0.009863338,0.0002426832,0.0003980265,0.005742934,0.002589091,0.001317979,0.002147466,0.002689081,0.0003172032],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07030404,"about_ca_system_score_gemma":0.1572279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972628,"about_ca_topic_score_gemma":0.9983418,"domain_scores_codex":[0.9958205,0.000223925,0.0001304482,0.0002777418,0.0008257321,0.002721565],"domain_scores_gemma":[0.9786031,0.00147517,0.001926563,0.0003237121,0.008113835,0.009557591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005670256,0.0003012773,0.7933022,0.0002918707,0.0001380846,0.0008524844,0.01169868,0.00108876,0.0005284761,0.04437413,0.06495078,0.08190621],"study_design_scores_gemma":[0.00006171938,0.00006882013,0.9477988,0.0003591184,0.00007659091,0.0001384315,0.02033068,0.0008163218,0.0002434493,0.003171959,0.02687708,0.00005700537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.877193,0.005246261,0.0001320244,0.08218764,0.0001868555,0.00003959085,0.00371948,0.00002380114,0.0312713],"genre_scores_gemma":[0.9935625,0.001133114,0.00005818912,0.00221574,0.0000408099,0.000006404818,0.0003778292,0.000007868345,0.002597586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.929696,"threshold_uncertainty_score":0.5100939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674025133685729,"score_gpt":0.2908669063297242,"score_spread":0.2741266549928669,"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."}}