{"id":"W6894334436","doi":"10.5683/sp3/a8svtw","title":"DLI Update","year":2009,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Work (physics); Government (linguistics); Key (lock); Information system; Agency (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003819268,0.004309981,0.002907545,0.009156336,0.002087187,0.006991711,0.006795433,0.002333929,0.05054263],"category_scores_gemma":[0.01619739,0.001275017,0.00254954,0.01278284,0.000762328,0.005572458,0.005424879,0.004130593,0.1332419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005168996,"about_ca_system_score_gemma":0.005309679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08607798,"about_ca_topic_score_gemma":0.1342705,"domain_scores_codex":[0.9951302,0.0007386244,0.0005482708,0.001335432,0.001570403,0.000677104],"domain_scores_gemma":[0.9925235,0.001021528,0.0003894266,0.002925187,0.0023017,0.0008386952],"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":[0.00005451822,0.00001787583,0.0004745449,0.0001810687,0.00002795044,0.00001486549,0.00001185342,0.000149214,0.00007719939,0.0004086686,0.9952147,0.003367503],"study_design_scores_gemma":[0.00008332261,0.00001409825,0.001952478,0.0001056202,0.00003403984,0.00008789508,0.00004949713,0.00074502,0.000356007,0.0009240441,0.9956202,0.00002775433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003291857,0.0004184075,0.0005452417,0.0004036319,0.0002152539,0.00003520716,0.9883459,0.005814281,0.003892913],"genre_scores_gemma":[0.0003093772,0.00008748472,0.0004656815,0.0001117566,0.0000159608,0.00004469404,0.9975496,0.000270903,0.001144623],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9494573,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717072657753934,"score_gpt":0.2800103360946786,"score_spread":0.2628396095171393,"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."}}