{"id":"W4205372934","doi":"10.1109/esscirc53450.2021.9567886","title":"ESSCIRC 2021 Table of Contents","year":2021,"lang":"en","type":"article","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Table (database); Information retrieval; Database","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001871184,0.00005863161,0.000227492,0.00007733425,0.00005684802,0.0004826088,0.001260054,0.00007950033,0.01162487],"category_scores_gemma":[0.008818681,0.00003970841,0.0000612365,0.001138128,0.00005369015,0.001129488,0.0003813084,0.0001404694,0.0003813844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009975451,"about_ca_system_score_gemma":0.0001372414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001490066,"about_ca_topic_score_gemma":0.00003302481,"domain_scores_codex":[0.997785,0.000109427,0.000473986,0.0003169966,0.001149195,0.0001653378],"domain_scores_gemma":[0.9978426,0.00063584,0.0001552755,0.0004766013,0.0007994621,0.00009027663],"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":[0.000008180229,0.00006564135,0.08813518,0.000002411577,0.00001790101,0.00001808491,0.0001670625,0.00003358484,0.004443154,0.01816188,0.8261502,0.0627967],"study_design_scores_gemma":[0.0008536441,0.00002199239,0.02848757,0.0000379713,0.00001291362,0.00002522431,0.006584775,0.001527392,0.1251504,0.06404085,0.7729836,0.0002737172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2155285,0.0006414357,0.008967244,0.005524311,0.001083613,0.00006671267,0.00002319614,0.0000184153,0.7681465],"genre_scores_gemma":[0.8621111,0.00001694591,0.0006973736,0.0006409164,0.00005558153,0.000001467874,0.000003133248,0.000003259327,0.1364702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6465825,"threshold_uncertainty_score":0.9995304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379280699024019,"score_gpt":0.4147339332113125,"score_spread":0.2768058633089107,"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."}}