{"id":"W1490064423","doi":"","title":"Best Practices In Labour Market Information: Reccomendations for Canada's LMI System","year":2009,"lang":"en","type":"article","venue":"CSLS Research Reports","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004852436,0.00005848097,0.0001074766,0.000164386,0.0006127653,0.0002096597,0.0001727481,0.00006788901,0.0001041847],"category_scores_gemma":[0.01138627,0.00006272189,0.00002348349,0.0006845519,0.00007761598,0.0008220946,0.0000171724,0.0001975018,0.000006786713],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677335,"about_ca_system_score_gemma":0.007391838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9805183,"about_ca_topic_score_gemma":0.9920283,"domain_scores_codex":[0.9977326,0.0002163283,0.0003456348,0.0001523616,0.001021444,0.000531619],"domain_scores_gemma":[0.998138,0.0004472839,0.0003375213,0.0002403168,0.0006042608,0.0002325811],"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":[0.00002508173,0.00002739397,0.001794003,0.00008143378,0.000006677484,0.0002538797,0.002259023,0.00000889127,0.000004571855,0.06893311,0.9082629,0.01834301],"study_design_scores_gemma":[0.00007899696,0.00002350399,0.01278446,0.00006597752,0.000001296606,0.00001872257,0.003202175,0.00002721332,0.00001221621,0.0008344751,0.9828796,0.00007140179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06110453,0.0002567255,0.00002888037,0.1406458,0.0005583951,0.001841436,0.0003499063,0.00004444147,0.7951699],"genre_scores_gemma":[0.9622134,0.00008709634,0.0001116308,0.0006755366,0.00027776,0.0001007476,0.00001176595,0.000003875651,0.03651816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9011089,"threshold_uncertainty_score":0.9982353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10708090270084,"score_gpt":0.4389543043220471,"score_spread":0.3318734016212072,"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."}}