{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002791736,0.00004710075,0.00008542989,0.00003987437,0.00018752,0.00001621046,0.0002178069,0.00002249113,0.00001375546],"category_scores_gemma":[0.0001223622,0.00003267597,0.00001702886,0.0001952247,0.0000301146,0.00007815306,0.000009272304,0.0003989045,0.000004450599],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004154255,"about_ca_system_score_gemma":0.08218546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9308198,"about_ca_topic_score_gemma":0.9972702,"domain_scores_codex":[0.9983679,0.0001360857,0.0002423439,0.00005243597,0.0003409963,0.00086022],"domain_scores_gemma":[0.9995701,0.00006112781,0.0001355181,0.00005951699,0.00009009963,0.00008362343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000207569,0.00006751408,0.444198,0.00000747678,0.00006431527,0.000001382292,0.1921847,0.00009706672,0.000003564199,0.2897459,0.001211016,0.07239833],"study_design_scores_gemma":[0.0005210539,0.00003693774,0.0130168,0.00007082823,0.000004600368,0.00003518737,0.8360553,0.000007712695,0.00004235345,0.02153875,0.1285295,0.0001409969],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935496,0.000829295,0.00006160066,0.002373928,0.0002813874,0.00007801396,2.803064e-7,0.00000176705,0.002824138],"genre_scores_gemma":[0.9984639,0.0003325512,0.00002808493,0.00008940788,0.0002092503,0.000003322296,2.959415e-7,0.000003574103,0.0008695928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6438706,"threshold_uncertainty_score":0.9996686,"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."}}