{"id":"W6949813335","doi":"10.5281/zenodo.2590539","title":"tardis-sn/tardis: TARDIS v3.0 alpha2","year":2019,"lang":"vi","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sequence (biology); Spectral analysis; Component (thermodynamics); Stability (learning theory)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.003520352,0.001972865,0.001976324,0.002478426,0.005181337,0.004766084,0.007556048,0.001202827,0.4621419],"category_scores_gemma":[0.002455819,0.002238069,0.0009541001,0.003288487,0.001379369,0.000977929,0.009136197,0.002751764,0.9073054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002145256,"about_ca_system_score_gemma":0.00006835841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003020792,"about_ca_topic_score_gemma":0.000006678215,"domain_scores_codex":[0.9845579,0.003577091,0.001719533,0.003698842,0.003381348,0.003065336],"domain_scores_gemma":[0.9894484,0.0001245211,0.001511548,0.004972437,0.002437436,0.00150566],"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":[0.0004648977,0.0007684093,0.00001013895,0.0008346798,0.001528227,0.0001904015,0.002124888,0.0001972805,0.002416321,0.003205178,0.9527543,0.03550525],"study_design_scores_gemma":[0.003135765,0.0007947029,0.0005283384,0.0007875676,0.0005092472,0.0004301426,0.0008592128,0.0004024369,0.0002113046,0.0000950718,0.9899194,0.002326769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006679699,0.001633434,0.0009899781,0.0008095895,0.001626228,0.004493986,0.01404405,0.008172303,0.9675624],"genre_scores_gemma":[0.02896752,0.001453911,0.0006048135,0.0005915412,0.003444793,4.80895e-7,0.03149609,0.1551106,0.7783303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4451635,"threshold_uncertainty_score":0.9995489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129147663663696,"score_gpt":0.249240879155667,"score_spread":0.21794940251903,"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."}}