{"id":"W4360771736","doi":"10.1109/asonam55673.2022.10068617","title":"HI-BI-BI 2022 Organizing Committee","year":2022,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","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":[0.02481548,0.001891196,0.001618684,0.003321781,0.005230759,0.01318314,0.003786603,0.01028274,0.1928922],"category_scores_gemma":[0.009411977,0.0009798515,0.001506638,0.001642022,0.001099691,0.002000001,0.005357055,0.006088812,0.2146385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003213521,"about_ca_system_score_gemma":0.01900639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009259654,"about_ca_topic_score_gemma":0.01998592,"domain_scores_codex":[0.9924766,0.001412479,0.0004003441,0.0006753958,0.003360838,0.001674394],"domain_scores_gemma":[0.9672337,0.001261554,0.0008281231,0.001383121,0.01670285,0.01259072],"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":[0.0001327975,0.00006010981,0.0002786908,0.0001649594,0.00000887019,0.0000467294,0.00002888978,0.00004912804,0.0008004509,0.001291633,0.9850976,0.01204009],"study_design_scores_gemma":[0.00002868335,0.0000347578,0.001425318,0.00008804166,0.000006602716,0.00002024477,0.0001023716,0.0001011306,0.0003073724,0.0003824087,0.9974927,0.00001042949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007132942,0.007673097,0.01559028,0.1152343,0.2090397,0.01331062,0.0273219,0.003448507,0.6012486],"genre_scores_gemma":[0.004367528,0.0009797597,0.00425679,0.008922222,0.0112024,0.00217517,0.008119566,0.0005893871,0.9593872],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8071078,"threshold_uncertainty_score":0.6452886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1380906679065482,"score_gpt":0.4501924181002167,"score_spread":0.3121017501936685,"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."}}