{"id":"W6912486837","doi":"10.5281/zenodo.3626045","title":"tardis-sn/tardis: 3.0.dev1","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Section (typography); Work (physics); Product (mathematics); Process (computing)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001779151,0.0002530354,0.0002798935,0.0001793141,0.001445814,0.0008561932,0.00114839,0.0001983344,0.3333758],"category_scores_gemma":[0.0001326441,0.0002581434,0.0001420129,0.0001286169,0.0006150045,0.00005852093,0.001180502,0.0005427274,0.03313857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007104631,"about_ca_system_score_gemma":0.000003382062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000944828,"about_ca_topic_score_gemma":0.000008381744,"domain_scores_codex":[0.9984843,0.0001096073,0.000224084,0.0004968435,0.0003282871,0.0003569513],"domain_scores_gemma":[0.9989964,0.00001029674,0.0001612196,0.0005266904,0.0001656292,0.0001397897],"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":[0.000005366263,0.00004397414,1.71714e-7,0.0000648444,0.0001337122,0.00001286266,0.003406684,3.060225e-7,0.00001644842,0.1063456,0.873427,0.01654306],"study_design_scores_gemma":[0.000256877,0.0001095499,0.000003497141,0.00005610671,0.00004343746,0.00001336165,0.001025065,0.00001671188,0.000009006237,0.0005957764,0.9975824,0.0002881458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001860253,0.0004165035,0.0001127296,0.001344748,0.000350395,0.0003682245,0.001137654,0.002857586,0.9933935],"genre_scores_gemma":[0.01042612,0.000739962,0.0002344743,0.0007938025,0.0026058,1.341246e-7,0.00529645,0.01563017,0.9642731],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3002372,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0361968519838998,"score_gpt":0.2169002833993696,"score_spread":0.1807034314154698,"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."}}