{"id":"W4320062026","doi":"10.1109/qcs56647.2022.00005","title":"QCS @ SC'22 Workshop Organization","year":2022,"lang":"en","type":"article","venue":"","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of Toronto","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":[0.005951179,0.001256887,0.0009779255,0.001819264,0.002910729,0.008618208,0.002447181,0.002743682,0.371548],"category_scores_gemma":[0.003789965,0.000455131,0.001306135,0.001600964,0.0007491427,0.00191815,0.005029364,0.002394994,0.2302747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002740879,"about_ca_system_score_gemma":0.01134114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01938833,"about_ca_topic_score_gemma":0.04154956,"domain_scores_codex":[0.9975678,0.0004126814,0.00005746638,0.000318852,0.001121718,0.000521366],"domain_scores_gemma":[0.9910071,0.0004563125,0.0001310099,0.0006990159,0.003576941,0.004129497],"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":[0.0002029761,0.00012339,0.00016463,0.0001097796,0.000008368617,0.00006858749,0.00006806302,0.0002220845,0.0009804202,0.002556162,0.9515151,0.0439804],"study_design_scores_gemma":[0.00006025417,0.00007548878,0.0006672375,0.0000780214,0.000006115218,0.0000321857,0.0001971164,0.000770225,0.0006302298,0.001442918,0.9960246,0.0000155524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01235782,0.003943236,0.02290401,0.04463771,0.05251547,0.002111716,0.02030702,0.007369723,0.8338534],"genre_scores_gemma":[0.01272854,0.0008592237,0.005860171,0.001724992,0.001785238,0.0003456612,0.01017739,0.00170253,0.9648162],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.371548,"threshold_uncertainty_score":0.8964105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215978710163194,"score_gpt":0.2618399082254619,"score_spread":0.2096801211238299,"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."}}