{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003032755,0.003385828,0.001447967,0.002065063,0.001232628,0.004009198,0.006364312,0.001695693,0.2947645],"category_scores_gemma":[0.01688709,0.002786351,0.002730584,0.001976377,0.001299638,0.006211771,0.007205291,0.004349416,0.3935624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196139,"about_ca_system_score_gemma":0.003246943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137334,"about_ca_topic_score_gemma":0.007438371,"domain_scores_codex":[0.9976766,0.0002787949,0.0001729402,0.0005200916,0.001016507,0.0003351012],"domain_scores_gemma":[0.9956006,0.0006053948,0.0001824551,0.00150988,0.001679217,0.0004224465],"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":[0.0001285501,0.00002230422,0.0005192337,0.0002478375,0.00002499105,0.00004618546,0.00008272929,0.0004989328,0.000674003,0.001838143,0.9773399,0.0185771],"study_design_scores_gemma":[0.0001216569,0.00003188133,0.001352932,0.0002202959,0.00003004867,0.0001575324,0.00004622508,0.004769746,0.006668583,0.006570072,0.979874,0.0001570966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.0005914468,0.00016622,0.02657878,0.0003956365,0.0005568892,0.0001879767,0.03796352,0.9184122,0.01514731],"genre_scores_gemma":[0.007175595,0.000276808,0.02463046,0.001182721,0.0001808291,0.000799036,0.1242352,0.8106561,0.0308633],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2947645,"threshold_uncertainty_score":0.9860855,"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."}}