{"id":"W6949046069","doi":"10.5281/zenodo.1342297","title":"dirac-institute/kbmod: v1.1.0","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Religion, Theology, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Window (computing); Timestamp; Track (disk drive); Key (lock); Extensibility","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000347678,0.0002261669,0.0002203975,0.0004941138,0.001764747,0.0008729114,0.0008477912,0.0001434296,0.1202671],"category_scores_gemma":[0.0002698656,0.0002241501,0.00008245678,0.0001502659,0.0005194616,0.0001773173,0.000436286,0.0002912237,0.09980202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083461,"about_ca_system_score_gemma":0.000007316125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000614196,"about_ca_topic_score_gemma":0.00006283525,"domain_scores_codex":[0.998495,0.0001700929,0.0002347278,0.0004466244,0.0002770031,0.0003765591],"domain_scores_gemma":[0.9989172,0.00001807949,0.0001673447,0.0005267549,0.0002392977,0.0001313578],"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":[0.000009179724,0.00005501201,3.303794e-7,0.00006831076,0.0000612889,0.000006055354,0.008454656,0.000002142842,0.000005623015,0.09336958,0.8867458,0.01122208],"study_design_scores_gemma":[0.0001783093,0.00007624461,0.00001552298,0.00009802883,0.00002877416,0.00001525448,0.001676214,0.00001123387,0.00000356468,0.001045334,0.9966019,0.0002496183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000137283,0.0003310762,0.0001375356,0.0006948043,0.002001585,0.0003691752,0.0003473283,0.003839559,0.9921417],"genre_scores_gemma":[0.009181201,0.001243907,0.00003320911,0.0002053138,0.003804044,1.427148e-7,0.003706505,0.01532011,0.9665056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1098562,"threshold_uncertainty_score":0.9995348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06138711147846471,"score_gpt":0.2562608154686681,"score_spread":0.1948737039902034,"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."}}