{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1124143,0.0007215305,0.0008054643,0.01258088,0.01821596,0.03369013,0.006982153,0.005680648,0.01441172],"category_scores_gemma":[0.1962237,0.00111709,0.0009534413,0.02029182,0.008794251,0.01143052,0.008574676,0.006053403,0.002816472],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1742285,"about_ca_system_score_gemma":0.4337038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9755397,"about_ca_topic_score_gemma":0.979825,"domain_scores_codex":[0.8789079,0.03231311,0.008384669,0.003391701,0.06304951,0.01395317],"domain_scores_gemma":[0.7003134,0.05013245,0.009797814,0.02335959,0.1872458,0.02915089],"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":[0.0000900824,0.0001804742,0.02420236,0.001124298,0.00004654008,0.0005339,0.02263434,0.001742661,0.001060542,0.06864304,0.4664536,0.4132882],"study_design_scores_gemma":[0.00003942195,0.00005672475,0.03070211,0.002198476,0.00004686529,0.0001736772,0.02030307,0.002604261,0.001344417,0.01061856,0.9316279,0.0002845446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02566683,0.0100987,0.01687115,0.7453422,0.001628942,0.001604323,0.004607327,0.002062334,0.1921182],"genre_scores_gemma":[0.5614209,0.02471829,0.1821649,0.07453904,0.001596928,0.001446355,0.008989738,0.001490331,0.1436335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8257715,"threshold_uncertainty_score":0.9577779,"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."}}