{"id":"W6931374889","doi":"10.5281/zenodo.4685131","title":"duecredit/duecredit: 0.9.1","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Set (abstract data type); Matrix (chemical analysis); Action (physics); Context (archaeology)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009851085,0.0003548305,0.0005617206,0.0002838532,0.00008618885,0.0001739874,0.0004894228,0.0005888275,0.8887524],"category_scores_gemma":[0.00289841,0.0003350455,0.0001719994,0.0004073693,0.00001145747,0.0001288267,0.0005337462,0.000341043,0.03175214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003617293,"about_ca_system_score_gemma":0.0001050511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003709163,"about_ca_topic_score_gemma":0.0004094009,"domain_scores_codex":[0.9982384,0.00001939588,0.0003294526,0.0004741916,0.0002303317,0.0007081848],"domain_scores_gemma":[0.9987861,0.00006765993,0.0004590249,0.0005109865,0.0001295972,0.00004665178],"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":[8.975928e-7,0.0000139303,0.000007641292,0.001353193,0.00002513832,0.00003647594,9.906761e-7,0.000002864593,1.539794e-7,0.0007271834,0.9972941,0.000537387],"study_design_scores_gemma":[0.000142307,0.000002781223,0.0001539883,0.002270724,0.00001287671,0.000004158494,0.00001710855,0.0002762595,7.181762e-8,0.00008652184,0.996707,0.0003262661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.551768e-7,0.001561727,5.86622e-7,0.00429846,0.001380156,0.0002578031,0.05225546,0.0004578042,0.9397876],"genre_scores_gemma":[0.00001131048,0.00003100722,0.00005817981,0.05377538,0.03502408,0.0002181982,0.451942,0.0005130799,0.4584268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8570002,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06935257796279899,"score_gpt":0.3029431713364969,"score_spread":0.2335905933736979,"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."}}