{"id":"W6893577991","doi":"10.5281/zenodo.2799539","title":"tardis-sn/tardis: TARDIS v3.0 alpha3","year":2019,"lang":"vi","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"","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":[0.001442882,0.002184748,0.0013174,0.001894648,0.001454848,0.003970355,0.002528199,0.002291468,0.3085291],"category_scores_gemma":[0.001658491,0.0009082512,0.0009166888,0.00140491,0.0009768333,0.001620054,0.002146602,0.002676631,0.4211916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274433,"about_ca_system_score_gemma":0.001697151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545497,"about_ca_topic_score_gemma":0.002430669,"domain_scores_codex":[0.9992338,0.00008754707,0.00004507543,0.0001708162,0.0003426444,0.0001201107],"domain_scores_gemma":[0.9989452,0.00009666422,0.0001307852,0.0002432151,0.0002576501,0.0003265512],"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":[0.001377464,0.0001301068,0.0006779393,0.0005767751,0.00006461312,0.0002945942,0.00009811069,0.0008683537,0.01575645,0.03706963,0.8513867,0.09169927],"study_design_scores_gemma":[0.0001979205,0.0001327259,0.0003988165,0.00007914271,0.00002648285,0.0004316698,0.00002182767,0.001472341,0.008861147,0.006465449,0.9818823,0.00003037806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.005810355,0.004833945,0.05396482,0.002786166,0.002141461,0.0004116701,0.0407132,0.062222,0.8271163],"genre_scores_gemma":[0.04542205,0.001967393,0.0322246,0.001549225,0.0007635917,0.0005336505,0.05865314,0.04788962,0.8109968],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3085291,"threshold_uncertainty_score":0.9862993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133857262226359,"score_gpt":0.2492598019882795,"score_spread":0.2179212293660159,"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."}}