{"id":"W6912510147","doi":"10.5281/zenodo.3229433","title":"scikit-cuda 0.5.3","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"","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":[0.0000182657,0.0003488977,0.0003212884,0.0002975485,0.0000187093,0.00006504943,0.0005805359,0.0004820135,0.9755717],"category_scores_gemma":[0.0004002157,0.0003420939,0.000129803,0.0002163533,0.000004543098,0.00003847139,0.0002136203,0.000282726,0.9729061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007775971,"about_ca_system_score_gemma":0.000146038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003128755,"about_ca_topic_score_gemma":0.00006139001,"domain_scores_codex":[0.9986574,0.00003054802,0.0001150384,0.0004635708,0.0003713955,0.0003620676],"domain_scores_gemma":[0.998665,0.00001999819,0.0002464309,0.0009269671,0.00004440008,0.00009723232],"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":[0.000001301184,0.000011224,0.000001245818,0.0004871764,0.00003729203,0.00001885463,0.000007322773,3.559606e-7,0.000005966868,0.000006050334,0.9991704,0.0002528153],"study_design_scores_gemma":[0.0001860548,0.00001009315,0.00002628049,0.009759592,0.0000105932,0.000004198644,0.000001914174,0.000004749737,0.00002235747,0.000002688569,0.9895523,0.0004192052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.248589e-8,0.001392077,5.752241e-9,0.00000372998,0.0000738208,0.0003016378,0.4882363,0.0006547211,0.5093377],"genre_scores_gemma":[0.000005282552,6.177776e-7,0.00001667931,0.00007425823,0.0005312212,0.00009450244,0.3926867,0.002403118,0.6041876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09554963,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06076953856868442,"score_gpt":0.2910105590684708,"score_spread":0.2302410204997864,"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."}}