{"id":"W1587075558","doi":"10.24124/c677/200827","title":"Performance measures in Alberta's labour programming","year":2008,"lang":"en","type":"article","venue":"Canadian Political Science Review","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Government (linguistics); Incentive; Performance indicator; Public economics; Field (mathematics); Measure (data warehouse); Economics; Business; Public relations; Political science; Psychology; Marketing; Microeconomics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003108586,0.00009585106,0.0002454326,0.0002308358,0.001326129,0.000005718963,0.0003844065,0.0000706113,0.0006828211],"category_scores_gemma":[0.004623326,0.00007725109,0.00003148213,0.001482034,0.0005225506,0.000208095,0.00004112083,0.0005244147,0.001175359],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197758,"about_ca_system_score_gemma":0.02013008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4511849,"about_ca_topic_score_gemma":0.3314486,"domain_scores_codex":[0.9952967,0.0002268367,0.0004519737,0.0002801013,0.0005601309,0.003184235],"domain_scores_gemma":[0.9953931,0.0003861276,0.00003568646,0.000249381,0.0003035832,0.003632105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004367676,0.0000183051,0.6871073,0.003261245,9.56034e-7,0.00002577659,0.000142968,2.616775e-7,0.00000115983,0.1842359,0.0009766464,0.124225],"study_design_scores_gemma":[0.00009553794,0.00002821889,0.6776544,0.001890317,0.000001352626,0.0000121714,0.00002204524,0.00005560972,7.941063e-7,0.0001364234,0.3200103,0.00009278099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4208389,0.01538259,0.00001170718,0.1679925,0.0008010028,0.006472271,0.0000518523,0.00006383306,0.3883854],"genre_scores_gemma":[0.9800802,0.006482174,0.0001335308,0.01190974,0.0001084024,0.0002400378,0.00000397221,0.000007199367,0.001034737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5592414,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1356656842301351,"score_gpt":0.4742623246802343,"score_spread":0.3385966404500992,"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."}}