{"id":"W6930444093","doi":"10.5281/zenodo.14541322","title":"decargroup/dkpy","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Documentation; Process (computing); Information system; Work (physics)","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":[0.001835466,0.003437666,0.001904509,0.00270275,0.001988071,0.007521711,0.005054581,0.003033536,0.8603537],"category_scores_gemma":[0.009147213,0.00263961,0.002362117,0.002572183,0.001012268,0.008981098,0.007741291,0.003725786,0.8968297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607475,"about_ca_system_score_gemma":0.001633597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004628457,"about_ca_topic_score_gemma":0.004400171,"domain_scores_codex":[0.9982759,0.0001654032,0.0001667493,0.0004266511,0.0006795289,0.0002857775],"domain_scores_gemma":[0.9956048,0.0005788124,0.0001749994,0.00189106,0.001287263,0.0004632409],"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":[0.0001117298,0.00002107233,0.0001438196,0.0002513752,0.00001243577,0.00002927967,0.00006626742,0.00007630781,0.0007830982,0.001238572,0.9713641,0.02590196],"study_design_scores_gemma":[0.00004797558,0.000009337836,0.0003091276,0.00005958564,0.000008028313,0.00007127965,0.00003195335,0.0001636501,0.002801725,0.001777259,0.9946833,0.00003686022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.0005721506,0.0003738343,0.02290339,0.0007944488,0.001377464,0.000224091,0.0991899,0.6910957,0.1834691],"genre_scores_gemma":[0.004414253,0.0002964463,0.01070465,0.001207681,0.0002117944,0.0002916641,0.08522408,0.7355606,0.1620888],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1396463,"threshold_uncertainty_score":0.1991884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202127039471941,"score_gpt":0.249735707371279,"score_spread":0.2277144369765596,"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."}}