{"id":"W4251922325","doi":"10.1007/978-0-387-39940-9_2529","title":"EAI","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":[0.0009066555,0.001035135,0.001696084,0.0007434743,0.00008280083,0.00004385958,0.001002982,0.0006151984,0.001138007],"category_scores_gemma":[0.0001590597,0.001026995,0.0003889863,0.0001134464,0.0002073913,0.0004017071,0.0002791169,0.0008390544,0.01877239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359277,"about_ca_system_score_gemma":0.0004091948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003630578,"about_ca_topic_score_gemma":0.00004980042,"domain_scores_codex":[0.9948514,0.0001037759,0.001727589,0.001101198,0.001586821,0.0006292815],"domain_scores_gemma":[0.9944993,0.0001988152,0.001651059,0.002929034,0.0003437916,0.00037796],"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":[0.0001003531,0.0001335525,0.00004872658,0.001854228,0.0004483558,0.0005267977,0.0001713101,0.00002858207,0.0003414337,0.223468,0.7684155,0.004463159],"study_design_scores_gemma":[0.0005106344,0.0001134076,0.00001718403,0.002339005,0.0003079941,0.00008322454,0.00002361589,0.00002475735,0.00001762921,0.0004109044,0.9951849,0.0009667225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002322958,0.01002969,0.00005301936,0.00001621117,0.002180854,0.001390048,0.02128641,0.0003688004,0.9646518],"genre_scores_gemma":[0.0003869985,0.002860643,0.0004818301,0.00003020638,0.002443573,0.00004008857,0.007190556,0.000531268,0.9860348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2267694,"threshold_uncertainty_score":0.9997751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019952320924634,"score_gpt":0.2464004383612628,"score_spread":0.2264481174366288,"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."}}