{"id":"W4312531448","doi":"10.1109/re54965.2022.00006","title":"RE 2022 Organizing Committee","year":2022,"lang":"en","type":"article","venue":"","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; York University; McGill University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0102172,0.001793028,0.001609151,0.0033747,0.004480987,0.01286402,0.003576992,0.01285095,0.2593475],"category_scores_gemma":[0.01123119,0.0007887122,0.001937302,0.001210389,0.001187677,0.00313201,0.004401095,0.007131446,0.2672187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004531474,"about_ca_system_score_gemma":0.01114695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009989057,"about_ca_topic_score_gemma":0.02706884,"domain_scores_codex":[0.9932314,0.0008292069,0.0002921079,0.0008938378,0.003210968,0.001542526],"domain_scores_gemma":[0.9881182,0.0007511702,0.0004289812,0.0008966351,0.00662031,0.003184698],"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":[0.00002834411,0.0000158602,0.00005170366,0.00006163787,0.000003765195,0.00003392174,0.0000125927,0.00002308094,0.0002032044,0.001241312,0.9914016,0.006923005],"study_design_scores_gemma":[0.000009572816,0.00001001358,0.0003021597,0.0000626821,0.000003354038,0.00001321453,0.00004006156,0.00003461053,0.0001030548,0.0004134245,0.9990024,0.000005474928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001574686,0.00697735,0.003318984,0.09989477,0.4176662,0.002389453,0.006996511,0.001666307,0.4595158],"genre_scores_gemma":[0.001527428,0.0007223894,0.0005383811,0.01057061,0.01889969,0.0005076408,0.001624297,0.0003725759,0.9652371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7406524,"threshold_uncertainty_score":0.8676039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0456184703077781,"score_gpt":0.2279001359407034,"score_spread":0.1822816656329252,"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."}}