{"id":"W2282654156","doi":"10.5281/zenodo.18751","title":"PyZDDE: First package release to PyPI","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Clearpath Robotics (Canada)","funders":"","keywords":"Computer science","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":[0.00235688,0.0029313,0.002385128,0.002197366,0.001218498,0.003694803,0.004578926,0.001415336,0.2816134],"category_scores_gemma":[0.0126876,0.002612844,0.002825482,0.002233165,0.000577443,0.005363044,0.00381253,0.005051531,0.3526322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213367,"about_ca_system_score_gemma":0.002486963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004682787,"about_ca_topic_score_gemma":0.002218156,"domain_scores_codex":[0.9984712,0.0002713373,0.0001174251,0.0002890748,0.0005509563,0.0002999202],"domain_scores_gemma":[0.9962063,0.0009584359,0.0001525768,0.0009564449,0.001331887,0.0003943624],"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":[0.0002771426,0.00003618961,0.0003826946,0.0003158922,0.00005934437,0.00004824782,0.00005910252,0.0006036039,0.001273596,0.002232721,0.9725208,0.02219073],"study_design_scores_gemma":[0.0002672532,0.00004901273,0.001164575,0.0001417081,0.00005478607,0.0001614364,0.00003388576,0.006284141,0.009697801,0.01180955,0.9701451,0.0001907755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001714117,0.0005039391,0.1039156,0.0009539924,0.001179878,0.0001675918,0.1588975,0.7083209,0.02434651],"genre_scores_gemma":[0.01422478,0.0007287933,0.06134883,0.0008372299,0.0003910151,0.000868201,0.3270578,0.5565182,0.03802513],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2816134,"threshold_uncertainty_score":0.9420908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2111150094360991,"score_gpt":0.3481052757431768,"score_spread":0.1369902663070777,"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."}}