{"id":"W4254094257","doi":"10.26522/ti.v2i1.724","title":"Untitled 3","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002548875,0.00002413142,0.0000276637,0.00001638983,0.00001071187,0.00001243073,0.00004625276,0.00001097625,0.05881615],"category_scores_gemma":[0.00001273099,0.00002032271,0.00001009563,0.00005456603,0.00001120583,0.00004423541,0.00001262516,0.00002157957,0.8110529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001088632,"about_ca_system_score_gemma":0.000004544509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001702343,"about_ca_topic_score_gemma":0.000007621824,"domain_scores_codex":[0.9997929,0.000006091475,0.00002946483,0.00004391024,0.00005113011,0.00007648992],"domain_scores_gemma":[0.9998346,0.000005259868,0.000008630531,0.0001104118,0.00001660795,0.00002450988],"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":[0.00000125086,0.00001887052,0.003598454,0.000001991443,0.000005170363,0.000001259839,0.00006401195,0.000001320643,0.06414337,0.001877256,0.9287899,0.001497108],"study_design_scores_gemma":[0.0005987011,0.00002645435,0.1725818,0.000008419596,0.00001044707,0.000004969121,0.00004061624,0.0009018512,0.01606699,0.00594328,0.8035924,0.0002240162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6837673,0.00001796122,0.000005060042,0.000086282,0.00003636751,0.00006144989,0.000001850869,0.0001237949,0.3158999],"genre_scores_gemma":[0.97797,1.828833e-7,0.0002347719,0.00007752336,0.00004321395,0.000007594868,0.000002327597,0.00001648156,0.02164791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7522367,"threshold_uncertainty_score":0.9420442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007536790712587945,"score_gpt":0.2053103659145199,"score_spread":0.197773575201932,"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."}}