{"id":"W6930799702","doi":"10.5281/zenodo.1472015","title":"gwastro/pycbc: 1.12.4 Release","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Core (optical fiber); Work (physics); Process (computing); Gravitational wave","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":[],"consensus_categories":[],"category_scores_codex":[0.005308798,0.004048087,0.003972213,0.004936835,0.001353697,0.004743621,0.005588645,0.001719836,0.2850076],"category_scores_gemma":[0.01770327,0.003361486,0.00359483,0.004698426,0.0008444067,0.00186199,0.004073806,0.003681135,0.2378124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006893047,"about_ca_system_score_gemma":0.002657713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004983972,"about_ca_topic_score_gemma":0.005369328,"domain_scores_codex":[0.9974335,0.0006477625,0.0002631912,0.0007215336,0.0006438768,0.0002902781],"domain_scores_gemma":[0.9927619,0.003509509,0.0006286234,0.001724375,0.0007758319,0.0005996142],"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":[0.0004704715,0.00007385595,0.005138546,0.001736955,0.0006069159,0.0003417463,0.0002534755,0.001119809,0.002224145,0.003895634,0.9513549,0.03278361],"study_design_scores_gemma":[0.001074037,0.00008115312,0.006978276,0.0003504272,0.0004644692,0.0008031364,0.0000565713,0.005768113,0.00565869,0.02261898,0.9559041,0.0002421309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.001951649,0.0006034281,0.1014852,0.0005688862,0.0004906332,0.0002549764,0.5426775,0.3421417,0.009826],"genre_scores_gemma":[0.01077638,0.0005245039,0.08707096,0.001590135,0.0003782984,0.001806871,0.5177819,0.3615769,0.01849416],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2850076,"threshold_uncertainty_score":0.9534455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148793541589213,"score_gpt":0.2579762975481281,"score_spread":0.226488362132236,"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."}}