{"id":"W6931527384","doi":"10.5281/zenodo.5017075","title":"GiulioRossetti/DEMON: Conda+Pypi","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Fusible alloy","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":[0.005195159,0.003508745,0.002131559,0.004978588,0.002538435,0.003507469,0.004837511,0.002925632,0.07630414],"category_scores_gemma":[0.01789674,0.002128257,0.003221729,0.004238169,0.001330496,0.00376053,0.005097175,0.003268867,0.05423136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012838,"about_ca_system_score_gemma":0.002943771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009351167,"about_ca_topic_score_gemma":0.02050925,"domain_scores_codex":[0.9973259,0.0008846089,0.0001932601,0.0007686319,0.000613742,0.0002138065],"domain_scores_gemma":[0.9954162,0.002318753,0.0001957935,0.001184513,0.0005016068,0.0003832132],"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":[0.001125965,0.0002330772,0.003450656,0.002697624,0.0009467232,0.0007182111,0.0005725237,0.007800767,0.005330183,0.02301244,0.7539882,0.2001235],"study_design_scores_gemma":[0.001443739,0.0001574083,0.002814812,0.0003860388,0.000433877,0.001383665,0.000270584,0.2031405,0.01564275,0.1495271,0.6243937,0.0004058354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.004415367,0.002203063,0.522016,0.001851384,0.001048247,0.0006214927,0.07466531,0.3847021,0.00847695],"genre_scores_gemma":[0.04873798,0.001410981,0.7095527,0.001387379,0.0004884757,0.002330836,0.1235839,0.0909266,0.02158115],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.07630414,"threshold_uncertainty_score":0.2552628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04616130642782037,"score_gpt":0.2872129200270793,"score_spread":0.2410516135992589,"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."}}