{"id":"W6893850777","doi":"10.5281/zenodo.596388","title":"gwastro/pycbc: v2.3.3 release of PyCBC","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Privacy Analytics (Canada); University of British Columbia; Semtech (Canada)","funders":"","keywords":"Container (type theory); Singularity; Shell (structure); Virtual machine; Open source","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":[0.0008055101,0.0005203569,0.0005653306,0.001481775,0.0004291058,0.000665474,0.002125661,0.0003367039,0.2563186],"category_scores_gemma":[0.0007794312,0.0005627532,0.0002228779,0.001521449,0.0005318475,0.0001484393,0.002311066,0.0008785076,0.6304501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003230077,"about_ca_system_score_gemma":0.0000119807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045161,"about_ca_topic_score_gemma":0.000001853775,"domain_scores_codex":[0.9958887,0.0006300568,0.0006030714,0.001084173,0.001047945,0.0007461293],"domain_scores_gemma":[0.9970292,0.00002043719,0.0004834065,0.001526665,0.0005425262,0.0003977108],"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":[0.00008648359,0.0002034242,4.550094e-7,0.0006775117,0.0002722421,0.00006788572,0.0003731207,0.000007914466,0.002185174,0.003600344,0.9839277,0.008597738],"study_design_scores_gemma":[0.0005604493,0.0002556613,0.00001105983,0.0006225882,0.0001304576,0.0001109762,0.0001985368,0.00006678767,0.0003006396,0.0001416394,0.9971259,0.0004753365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009049704,0.00118341,0.0002401495,0.0001689057,0.0003257164,0.0008865753,0.00346318,0.00904744,0.9845941],"genre_scores_gemma":[0.007979004,0.0002102548,0.0004887025,0.00005944193,0.0007627908,9.113055e-8,0.004449657,0.1583788,0.8276712],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3741315,"threshold_uncertainty_score":0.9996824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871134656486927,"score_gpt":0.2531646962885076,"score_spread":0.2244533497236384,"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."}}