{"id":"W4312577989","doi":"10.1109/issrew55968.2022.00027","title":"RAIS 2022 Workshop Committee: ISSREW 2022","year":2022,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Political 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":[0.01208573,0.002136526,0.001483455,0.002298785,0.002679994,0.008379078,0.002407618,0.00647202,0.2109993],"category_scores_gemma":[0.005934767,0.0006756097,0.001690126,0.00104508,0.000643432,0.00211704,0.003449833,0.003592138,0.2642499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002277753,"about_ca_system_score_gemma":0.01020034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004952624,"about_ca_topic_score_gemma":0.01044656,"domain_scores_codex":[0.9951709,0.000718198,0.0001739673,0.0005906665,0.002373014,0.000973273],"domain_scores_gemma":[0.9860617,0.0005047445,0.0003126891,0.0004448503,0.007782118,0.004893918],"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":[0.0003427573,0.00009554334,0.0001631516,0.0001279959,0.00001454517,0.0000791066,0.00002124813,0.0002500896,0.001618793,0.001346201,0.9739871,0.02195351],"study_design_scores_gemma":[0.00007953579,0.0001501823,0.0004519803,0.00008117616,0.00001678747,0.00005479981,0.00005846208,0.0006280134,0.001923233,0.0007234886,0.9958118,0.00002060625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0089617,0.01492975,0.03025159,0.1185023,0.2334325,0.005458092,0.0153081,0.007795693,0.5653602],"genre_scores_gemma":[0.00884308,0.001884011,0.005097179,0.006460173,0.01364197,0.0005727877,0.007894118,0.001105131,0.9545015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7890007,"threshold_uncertainty_score":0.7058629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793534898943168,"score_gpt":0.2457368461839078,"score_spread":0.2278014971944761,"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."}}