{"id":"W6950759963","doi":"10.5683/sp3/6y3iqn","title":"DLI Update 2014/2015","year":2015,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Work (physics); Key (lock); Relation (database); Identification (biology); Information system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001109265,0.0007247567,0.0008154322,0.0004270223,0.00008212034,0.0001686232,0.00160778,0.0007402838,0.00129198],"category_scores_gemma":[0.0003648107,0.000673652,0.0001918914,0.0002764369,0.000200999,0.0002162723,0.0004885276,0.000707518,0.0673938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004089795,"about_ca_system_score_gemma":0.0006365285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1616364,"about_ca_topic_score_gemma":0.08247954,"domain_scores_codex":[0.9963065,0.0002541101,0.0005522466,0.0008139356,0.001286627,0.0007865569],"domain_scores_gemma":[0.9951038,0.00004349248,0.0005393917,0.003253438,0.0004458707,0.0006139608],"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":[0.0000589076,0.00009400409,0.000002429945,0.0000504558,0.0001276874,0.0001724088,0.000009757574,0.000002209086,0.000001879086,0.00002706555,0.9993622,0.00009099334],"study_design_scores_gemma":[0.000552701,0.00005045538,0.0000459606,0.00005333201,0.0003131921,0.00004267233,0.000008526807,0.000003718377,0.00000569481,0.0003651947,0.9977745,0.0007840748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[3.270362e-7,0.0009972721,9.496105e-7,0.0002726841,0.0004725095,0.0003895341,0.9940435,0.0003089644,0.003514247],"genre_scores_gemma":[1.405633e-7,0.0003970902,0.0001037417,0.0005468645,0.001277857,0.00007895249,0.9969831,0.000240175,0.0003721218],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07915685,"threshold_uncertainty_score":0.999621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835178294482807,"score_gpt":0.3073889231944863,"score_spread":0.2790371402496583,"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."}}