{"id":"W6950758404","doi":"10.5683/sp3/zvnaq8","title":"DLI Annual Report","year":2019,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Annual report; Statistical analysis; Work (physics); Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002545497,0.002302997,0.002270987,0.01050217,0.001598323,0.005024879,0.003972328,0.00145946,0.1301679],"category_scores_gemma":[0.01824859,0.001257387,0.001892664,0.02687121,0.0006572855,0.002351314,0.002556995,0.002758252,0.1384907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01271117,"about_ca_system_score_gemma":0.03717506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8513146,"about_ca_topic_score_gemma":0.8896281,"domain_scores_codex":[0.9968072,0.0002970849,0.0003854151,0.0005807089,0.001288817,0.0006408453],"domain_scores_gemma":[0.984327,0.001664596,0.0007641169,0.001747169,0.01027212,0.001224916],"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":[0.0000140025,0.000003847895,0.0003940213,0.0001238987,0.00001152741,0.000005329592,0.000005986401,0.00006881746,0.000009436074,0.000251593,0.9980907,0.001020848],"study_design_scores_gemma":[0.00009761467,0.00000583344,0.006615991,0.0002929531,0.00002895604,0.00002406771,0.0000791314,0.0002168313,0.00009872935,0.0007335215,0.9917725,0.00003397302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00002874492,0.00004998065,0.00002899292,0.00007710901,0.00002943394,0.000006879457,0.9987665,0.0001635051,0.0008488303],"genre_scores_gemma":[0.0002267796,0.00008671869,0.0001531617,0.00006161627,0.00001485992,0.00003935769,0.9973821,0.0001247465,0.00191061],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8513146,"threshold_uncertainty_score":0.4354551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520722639607082,"score_gpt":0.305720941020319,"score_spread":0.2805137146242482,"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."}}