{"id":"W2141097151","doi":"10.1017/s0269888910000330","title":"A quarter-century of <i>The Knowledge Engineering Review</i> : Introduction to the Special Issue","year":2011,"lang":"en","type":"article","venue":"The Knowledge Engineering Review","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Content (measure theory); Computer science; Data science; World Wide Web; Engineering; History; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389326,0.0002995964,0.0005365161,0.00006379475,0.0001065421,0.00002957776,0.002390358,0.00004969021,0.00008018207],"category_scores_gemma":[0.0006820262,0.0001546988,0.0002526198,0.001225792,0.00004137276,0.0001521879,0.000531238,0.00032624,0.0004499961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005844051,"about_ca_system_score_gemma":0.00005679546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005772316,"about_ca_topic_score_gemma":0.000009279371,"domain_scores_codex":[0.9983382,0.0001445146,0.0005681458,0.0003640195,0.0002041716,0.0003809262],"domain_scores_gemma":[0.9977702,0.000166351,0.0001361469,0.001697223,0.0001533677,0.00007667155],"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":[0.00000612315,0.0002410445,0.00002688372,0.02099449,0.0001570421,0.000004262996,0.009476449,0.000169596,0.0007220013,0.02601483,0.5866065,0.3555808],"study_design_scores_gemma":[0.00006997333,0.00004181113,0.0006387962,0.007211669,0.00009797564,0.00004205986,0.00001434277,0.001890866,0.00057917,0.00002101005,0.9891688,0.0002234746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002565544,0.9313226,0.03503306,0.01535902,0.01111214,0.00209589,0.000002717983,0.0003580734,0.004459955],"genre_scores_gemma":[0.06532952,0.8218926,0.02949456,0.005992882,0.07024272,0.001706963,0.000009621548,0.0003633979,0.004967737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4025624,"threshold_uncertainty_score":0.6308434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543143321286659,"score_gpt":0.2323115362591385,"score_spread":0.2168801030462719,"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."}}