{"id":"W6894329409","doi":"10.5683/sp3/na2gzx","title":"DLI Survival Guide","year":2014,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Western University; University of New Brunswick","funders":"","keywords":"Service (business); Service provider; Information system; Work (physics); Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.003926341,0.001876787,0.001465045,0.00880921,0.001149179,0.004656909,0.003500209,0.001948827,0.1088901],"category_scores_gemma":[0.02584266,0.00100955,0.001372223,0.01016443,0.0006400201,0.003747752,0.004059031,0.002893641,0.189158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348393,"about_ca_system_score_gemma":0.004620959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03532565,"about_ca_topic_score_gemma":0.06318415,"domain_scores_codex":[0.9973295,0.0005937895,0.0003513523,0.0006203056,0.0007344008,0.0003707465],"domain_scores_gemma":[0.9898899,0.002420973,0.0006142693,0.002994824,0.003057964,0.001022191],"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":[0.00002251349,0.000009105509,0.0003896254,0.0001362919,0.000008337901,0.000007373374,0.00002051794,0.0001162766,0.00003198242,0.0005414972,0.9962604,0.002456038],"study_design_scores_gemma":[0.00007080482,0.00001172616,0.00113814,0.0001777603,0.00001311407,0.00004528492,0.0001015566,0.0006163141,0.0002045244,0.001961952,0.9956345,0.000024398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001792112,0.00008650063,0.0006390413,0.0003052474,0.00006396187,0.00004264047,0.9917935,0.003743624,0.003146313],"genre_scores_gemma":[0.0004680324,0.00007690539,0.001538064,0.000201291,0.00001574649,0.0001532033,0.994967,0.0007511182,0.001828629],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1088901,"threshold_uncertainty_score":0.3642736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659158602554388,"score_gpt":0.3021127729546747,"score_spread":0.2755211869291308,"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."}}