{"id":"W2806493583","doi":"","title":"The ijk System for EAL at TAC KBP 2016 Event Track.","year":2016,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Track (disk drive); Event (particle physics); Computer science; Environmental science; Operating system; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005633624,0.00007840703,0.0001443449,0.00004295718,0.0005239134,0.00007566572,0.0005877604,0.00003004648,0.00003452996],"category_scores_gemma":[0.000355766,0.00003534193,0.00005929587,0.0001358996,0.0004519226,0.0001693495,0.0001779546,0.00001934343,0.0001060644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001970852,"about_ca_system_score_gemma":0.00002439207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005672027,"about_ca_topic_score_gemma":0.00001926099,"domain_scores_codex":[0.9987484,0.0001830212,0.0004160124,0.0002361536,0.0002775404,0.000138919],"domain_scores_gemma":[0.9946973,0.004182713,0.0002229322,0.000699821,0.0001496909,0.00004755094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009263275,0.00001406638,0.00001287933,0.00001372086,0.00001251243,2.853828e-8,0.0001331171,6.850521e-7,0.0002769745,0.8170186,0.005244228,0.1771806],"study_design_scores_gemma":[0.0001420806,0.00002451226,0.000125823,0.000007012885,0.00001384889,8.915171e-7,0.002491429,0.000002769498,0.003204185,0.5675949,0.4263481,0.00004440677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0188489,0.00117076,0.9603084,0.005818236,0.0002232592,0.001477076,0.0005603847,0.00007272916,0.01152023],"genre_scores_gemma":[0.9828626,0.0001520821,0.0001006169,0.00004404437,0.00007416586,0.0005224893,0.000007757069,0.00000514439,0.0162311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9640137,"threshold_uncertainty_score":0.4029571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399654562348253,"score_gpt":0.3575506512461208,"score_spread":0.3135541056226382,"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."}}