{"id":"W6931767749","doi":"10.5281/zenodo.7796479","title":"Ouranosinc/xclim: v0.42.0","year":2023,"lang":"en","type":"other","venue":"Data Archiving and Networked Services (DANS)","topic":"Clusterin in disease pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"","keywords":"Nucleofection; Limiting; Pretext; Frame (networking); Context (archaeology); Noise (video)","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"],"consensus_categories":[],"category_scores_codex":[0.000315996,0.0005034577,0.000777152,0.0002857492,0.0001223832,0.0000598375,0.001016518,0.0002955172,0.0003396856],"category_scores_gemma":[0.00003255155,0.0004438172,0.00008466093,0.000254502,0.000185597,0.00007192564,0.001867603,0.0004895154,0.0003440203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002616524,"about_ca_system_score_gemma":0.00005900179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122275,"about_ca_topic_score_gemma":0.007516951,"domain_scores_codex":[0.9974328,0.0001564947,0.0003715386,0.001108723,0.0003180362,0.0006124307],"domain_scores_gemma":[0.9967507,0.0002749545,0.0002276434,0.002383751,0.00001642274,0.0003465932],"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":[0.000482092,0.000225089,0.04708977,0.005884044,0.0009732622,0.001666344,0.001658911,0.00002712952,0.0002735542,0.00004822931,0.9071212,0.03455039],"study_design_scores_gemma":[0.001686731,0.0001402796,0.06653531,0.007110051,0.001070271,0.0003819463,0.000429964,0.01395172,0.000003248909,0.0001191115,0.9077135,0.00085792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03673127,0.01472924,0.001080901,0.002372064,0.00594172,0.003005944,0.01492506,0.007441141,0.9137726],"genre_scores_gemma":[0.0298211,0.01952241,0.005336751,0.004044552,0.01224355,0.0001954039,0.03884737,0.006796703,0.8831922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03369247,"threshold_uncertainty_score":0.9998013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015332142775028,"score_gpt":0.3033735029058635,"score_spread":0.2732201814781132,"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."}}