{"id":"W6931090323","doi":"10.5281/zenodo.3560143","title":"Circuitscape/Omniscape.jl: v0.1.3","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Science Publishing","funders":"","keywords":"Work (physics); Product (mathematics); Process (computing); Term (time)","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":[],"category_scores_codex":[0.001477373,0.003432421,0.001527048,0.002435902,0.0008519796,0.003828939,0.006698119,0.003075936,0.7153767],"category_scores_gemma":[0.005003607,0.002181773,0.001159474,0.001272969,0.0006700726,0.003849519,0.002670735,0.003018785,0.727299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637247,"about_ca_system_score_gemma":0.001166089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002703932,"about_ca_topic_score_gemma":0.003840183,"domain_scores_codex":[0.9987091,0.00009987336,0.00006141142,0.0001895661,0.0007035992,0.0002363958],"domain_scores_gemma":[0.9980164,0.0003656978,0.00009640365,0.000545301,0.0007108983,0.0002654517],"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":[0.0001166079,0.00002712329,0.00009380279,0.0003232064,0.00001552356,0.00003794803,0.00003004861,0.0002648716,0.00221826,0.001398687,0.9570436,0.03843037],"study_design_scores_gemma":[0.0001029873,0.00006554507,0.0002240587,0.0001414842,0.00001606087,0.0001904225,0.00001263244,0.002120222,0.01039851,0.00244887,0.9842158,0.00006329794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005850961,0.0006886228,0.03973608,0.0005241152,0.0007854265,0.0003157189,0.02638512,0.7692342,0.1617455],"genre_scores_gemma":[0.01411459,0.0009880253,0.01519037,0.002060475,0.0003414583,0.0006058227,0.06107904,0.4544107,0.4512096],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.7153767,"threshold_uncertainty_score":0.4059805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290950340340652,"score_gpt":0.24401811461273,"score_spread":0.2211086112093235,"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."}}