{"id":"W6969078657","doi":"10.5281/zenodo.7535677","title":"Ouranosinc/xclim: v0.40.0","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"","keywords":"Context (archaeology); Section (typography); Unit (ring theory); Pascal (unit)","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":[0.002739394,0.004723612,0.002031974,0.00247164,0.001328011,0.007255184,0.00842167,0.003415284,0.5751604],"category_scores_gemma":[0.01010098,0.003516453,0.003241898,0.002493593,0.001420645,0.006446508,0.00637857,0.004322303,0.7151965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003208768,"about_ca_system_score_gemma":0.00263631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007900531,"about_ca_topic_score_gemma":0.004452759,"domain_scores_codex":[0.9981723,0.0001855217,0.0001100793,0.000336546,0.0008792476,0.000316298],"domain_scores_gemma":[0.997669,0.0003340018,0.00008706155,0.0008196131,0.0008615125,0.0002287106],"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":[0.0001730769,0.00002192102,0.000246708,0.000412534,0.00003473943,0.00006861242,0.00007759384,0.0003385974,0.0007725268,0.003567969,0.9668009,0.02748485],"study_design_scores_gemma":[0.0001513589,0.00002742179,0.0005660853,0.0002753735,0.00002676287,0.000158621,0.00003316214,0.00128705,0.005007758,0.005717501,0.9866365,0.0001123476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0003125468,0.0005144256,0.02757976,0.0003336564,0.0005523074,0.0002211739,0.03473454,0.8748856,0.06086602],"genre_scores_gemma":[0.00673642,0.0007923093,0.0235465,0.001270672,0.0003160255,0.001050862,0.07084065,0.7907645,0.104682],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5751604,"threshold_uncertainty_score":0.6059821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705476909013238,"score_gpt":0.2643264490052408,"score_spread":0.2172716799151084,"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."}}