{"id":"W6950302843","doi":"10.5281/zenodo.7274811","title":"Ouranosinc/xclim: v0.39.0","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"","keywords":"Resampling; Property (philosophy); Class (philosophy); Code (set theory); Documentation; Operator (biology); Pascal (unit); Dependency (UML)","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":[0.002969019,0.004401195,0.00245252,0.003398509,0.001535189,0.00655069,0.009153809,0.002575838,0.5368602],"category_scores_gemma":[0.01528389,0.00365036,0.003947392,0.003613592,0.001099636,0.006434571,0.005987525,0.004760321,0.6140434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002420605,"about_ca_system_score_gemma":0.003452908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108506,"about_ca_topic_score_gemma":0.008214264,"domain_scores_codex":[0.9980117,0.0001849721,0.0001390672,0.0003926982,0.000933046,0.0003383643],"domain_scores_gemma":[0.9968064,0.0005897073,0.0001342153,0.0008734326,0.001272262,0.0003240314],"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":[0.00008070224,0.00001705599,0.0002636072,0.0002571918,0.00002191457,0.00003906948,0.00004695484,0.0002671544,0.000313624,0.001006253,0.9843636,0.01332297],"study_design_scores_gemma":[0.0002490514,0.00002871561,0.001394398,0.0003958449,0.00003267442,0.0001861852,0.00005404385,0.003802669,0.00460773,0.006483453,0.982588,0.0001772784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0003585245,0.0002598938,0.02201294,0.0003681277,0.0007673026,0.0002224357,0.07100983,0.8806004,0.02440049],"genre_scores_gemma":[0.004196766,0.0003416913,0.02836873,0.0009657659,0.0002456165,0.0009162791,0.1250698,0.8063996,0.03349582],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5368602,"threshold_uncertainty_score":0.6606128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621540183776173,"score_gpt":0.2506704792178458,"score_spread":0.2144550773800841,"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."}}