{"id":"W4389167157","doi":"10.1109/qce57702.2023.20315","title":"QSEEC Posters Program","year":2023,"lang":"en","type":"article","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"U.S. Department of Energy; National Science Foundation","keywords":"Computer science; Quantum; Library science; Political science; Physics; Quantum mechanics","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":["insufficient_payload"],"category_scores_codex":[0.002774106,0.001020542,0.0006408317,0.00168892,0.002208267,0.004216888,0.001688234,0.002858693,0.8273281],"category_scores_gemma":[0.004794455,0.0004083885,0.00095808,0.0008215738,0.0006296071,0.001615449,0.003432655,0.002690144,0.4624388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853893,"about_ca_system_score_gemma":0.003683181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544039,"about_ca_topic_score_gemma":0.004995805,"domain_scores_codex":[0.9985126,0.0001922764,0.0000480729,0.0002402486,0.0007874466,0.0002193831],"domain_scores_gemma":[0.9953911,0.0003796107,0.0001140214,0.0003123759,0.002126939,0.001675825],"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":[0.000119069,0.00009025825,0.00005097918,0.0001555414,0.000003895712,0.00005117041,0.00001852814,0.00005988318,0.0005578648,0.00363027,0.9568102,0.03845235],"study_design_scores_gemma":[0.00004120859,0.00005414618,0.0002441436,0.00005703704,0.000002691223,0.00003876793,0.00002730796,0.00008785617,0.0003353281,0.00159627,0.9975092,0.00000597067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001626567,0.002591542,0.002984844,0.02814972,0.06747431,0.00135732,0.008816643,0.00172858,0.8852705],"genre_scores_gemma":[0.005428631,0.0008391325,0.001143631,0.003164408,0.007191957,0.0002969112,0.002726824,0.0005099045,0.9786986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1726719,"threshold_uncertainty_score":0.2462955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820609548846853,"score_gpt":0.489606214172173,"score_spread":0.3075452592874877,"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."}}