{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008698499,0.0001664075,0.0002153512,0.0001102609,0.0006820314,0.0002271507,0.002249914,0.00003441891,0.001832346],"category_scores_gemma":[0.00002681183,0.0001658828,0.0001212661,0.001135031,0.00002396288,0.0001866105,0.001798595,0.0004046689,0.000232636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000873306,"about_ca_system_score_gemma":0.0000896048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006327018,"about_ca_topic_score_gemma":0.000007511784,"domain_scores_codex":[0.9978312,0.0003080885,0.0003026962,0.000501965,0.000622615,0.000433452],"domain_scores_gemma":[0.9985725,0.0001976943,0.0001088243,0.0009513393,0.00004518995,0.0001245123],"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":[0.00000598698,0.0001388228,0.0009138121,0.000009867895,0.00003488662,0.00006917764,0.0007526483,0.005576821,0.00008337425,0.09513393,0.8789619,0.01831882],"study_design_scores_gemma":[0.000382416,0.00008473953,0.0004118941,0.000006177719,0.000003785377,0.0001056039,0.0003044523,0.09231509,0.00003652495,0.001905804,0.9041097,0.0003337711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007232992,0.00128774,0.8916573,0.008613687,0.004347714,0.0003803139,0.00003370543,0.001142512,0.08530407],"genre_scores_gemma":[0.9644778,0.00000630151,0.002896505,0.001881614,0.0001530666,0.00006374825,0.00004026874,0.00001398587,0.03046672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9572448,"threshold_uncertainty_score":0.9990801,"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."}}