{"id":"W3121887127","doi":"","title":"Underperforming Adults? The Paradox of Skills Development in Canada","year":2015,"lang":"en","type":"article","venue":"e-briefs","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Economics; 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":[0.0005958137,0.00004024338,0.00007736437,0.00002129833,0.0001030464,0.00001228467,0.0001514248,0.00002119849,0.00007713656],"category_scores_gemma":[0.0001437618,0.00002946916,0.000009742148,0.0001930709,0.00003923942,0.00005353993,0.00001459596,0.00004677156,0.00002014405],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004539827,"about_ca_system_score_gemma":0.006841457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9794732,"about_ca_topic_score_gemma":0.9884066,"domain_scores_codex":[0.9992519,0.00007239806,0.0001817112,0.00006500565,0.0002701238,0.0001588348],"domain_scores_gemma":[0.9996201,0.00007589788,0.00006901482,0.00009044714,0.0000617894,0.00008278381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005966372,0.00004227064,0.3371988,0.00001753348,0.00001143005,0.00000162012,0.5938708,0.00002297459,0.000003079817,0.01688753,0.03638933,0.0155487],"study_design_scores_gemma":[0.0001469363,0.000003950514,0.05062528,0.00004420371,8.830289e-7,4.435333e-7,0.09555948,0.000002378366,0.0001262155,0.0001515013,0.8532734,0.00006533458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699783,0.00009894589,0.000005765539,0.002873535,0.0003908496,0.0001194606,0.000001182903,0.000004213243,0.02652772],"genre_scores_gemma":[0.99724,0.000006826405,0.0001144705,0.0003804312,0.0001353678,0.00001116773,8.872494e-7,0.000002871591,0.002107943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8168841,"threshold_uncertainty_score":0.9987888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191701292462591,"score_gpt":0.3066597389750892,"score_spread":0.2747427260504633,"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."}}