{"id":"W6930705248","doi":"10.5281/zenodo.15243553","title":"Krylov.jl: A Julia basket of hand-picked Krylov methods","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genome Rearrangement Algorithms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Workspace; Solver; Serialization; Interface (matter); Preconditioner; Iterated function; User interface","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":[0.0005651051,0.000270673,0.0003112491,0.0003637365,0.0003688869,0.0001826513,0.001092654,0.00030415,0.01970042],"category_scores_gemma":[0.0004789489,0.0002914317,0.000129222,0.0003609469,0.000244846,0.000004447545,0.001437158,0.0002245444,0.001438115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004258125,"about_ca_system_score_gemma":0.00001718725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003943361,"about_ca_topic_score_gemma":0.000001282374,"domain_scores_codex":[0.9979495,0.0004873348,0.0003029119,0.0006264368,0.0002776875,0.000356104],"domain_scores_gemma":[0.9983956,0.000009477255,0.0002326975,0.0008520526,0.0003839549,0.0001261858],"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":[0.00004583694,0.0001284707,0.000003021886,0.0002140707,0.0002843028,0.000003560058,0.00008507841,0.000002853818,0.07188334,0.0002514457,0.85001,0.07708798],"study_design_scores_gemma":[0.0005912478,0.0002651111,0.00009196134,0.00007775993,0.00005503081,0.00001175223,0.00003890627,0.00001566402,0.007973405,0.00003471317,0.9905884,0.0002560432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002517571,0.001278956,0.03526821,0.0001648479,0.0002561426,0.0007692091,0.0007947048,0.00026971,0.9609464],"genre_scores_gemma":[0.003942717,0.001613845,0.01878544,0.0001847776,0.0007371354,3.275652e-7,0.01095287,0.009595252,0.9541876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1405784,"threshold_uncertainty_score":0.9999538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249182706695552,"score_gpt":0.2919366680780273,"score_spread":0.2694448410110717,"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."}}