{"id":"W6931416020","doi":"10.5281/zenodo.3593004","title":"joaomcteixeira/taurenmd: v0.7.2","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Documentation; Key (lock); Software; Context (archaeology); Identification (biology)","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":[0.002864838,0.003300099,0.002343878,0.003499703,0.001040221,0.007387498,0.005802813,0.002411513,0.6331435],"category_scores_gemma":[0.008396263,0.003052861,0.002403015,0.002322685,0.00082414,0.004186317,0.005021567,0.002644533,0.7136644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286424,"about_ca_system_score_gemma":0.001674776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004272135,"about_ca_topic_score_gemma":0.00329194,"domain_scores_codex":[0.9982485,0.0002219832,0.0001453066,0.0003319038,0.0007750229,0.000277316],"domain_scores_gemma":[0.9973496,0.0004996441,0.0001644141,0.0008227553,0.0008392371,0.0003242226],"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":[0.0002613091,0.00003945189,0.0002401873,0.0007481211,0.00003721729,0.00005952719,0.0000983889,0.0003217301,0.002205428,0.003107558,0.9330747,0.05980649],"study_design_scores_gemma":[0.00008744482,0.00002767912,0.0004910897,0.0002278715,0.00002002587,0.00016393,0.00002374854,0.001050153,0.005591952,0.002293426,0.9899664,0.0000563492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005639685,0.0007177857,0.04871329,0.000337942,0.0004571867,0.0001969969,0.05235726,0.8232034,0.07345206],"genre_scores_gemma":[0.006583048,0.0008654549,0.0386336,0.0004188068,0.0002070885,0.000561703,0.1135595,0.7218962,0.1172746],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6331435,"threshold_uncertainty_score":0.5232762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091490330101276,"score_gpt":0.2548981158501267,"score_spread":0.2239832125491139,"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."}}