{"id":"W6931483717","doi":"10.5281/zenodo.7335812","title":"liellnima/snowdragon: Snowdragon Release 1.0.0","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Python (programming language); Visualization; Feature (linguistics); Data visualization; Snow","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":[0.001747108,0.002131684,0.001386055,0.001425172,0.0008312783,0.002982901,0.004422351,0.001023894,0.1832222],"category_scores_gemma":[0.005157886,0.002302141,0.001867784,0.001517433,0.0007227778,0.004302192,0.004182623,0.002464315,0.2462727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00089487,"about_ca_system_score_gemma":0.001454359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005494465,"about_ca_topic_score_gemma":0.006329441,"domain_scores_codex":[0.9989624,0.0001098238,0.00005932348,0.0002340342,0.0004676044,0.0001667281],"domain_scores_gemma":[0.9985102,0.0001963253,0.0001043028,0.0004784639,0.0005009993,0.000209748],"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":[0.0002534251,0.00003069403,0.0008406217,0.0003053772,0.00004918889,0.00006557503,0.0001093314,0.001146178,0.001713479,0.002072623,0.9653654,0.02804805],"study_design_scores_gemma":[0.0002557979,0.00006099363,0.002645181,0.0001713866,0.00004162952,0.000175811,0.00007076687,0.01861556,0.01241914,0.01453667,0.9508468,0.0001603828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001582381,0.0001907903,0.05552416,0.0003716649,0.0002706557,0.0001256919,0.07134999,0.8439975,0.02658714],"genre_scores_gemma":[0.02058529,0.0003207467,0.0575332,0.0007643895,0.0001669324,0.0006098357,0.2077813,0.6687036,0.04353471],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1832222,"threshold_uncertainty_score":0.6129392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117172669571475,"score_gpt":0.2702588302786958,"score_spread":0.239087103582981,"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."}}