{"id":"W6886089834","doi":"10.14288/1.0396036","title":"Discorder","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Political Developments and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Object (grammar); Exposition (narrative); Period (music); Natural (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008138714,0.00002552882,0.00004598558,0.000007418834,0.003332175,0.001205723,0.0001311149,0.00002141583,0.009163409],"category_scores_gemma":[0.0001636782,0.00002554279,0.00001632175,0.0006059585,0.00004924131,0.0001190885,0.00008408562,0.00003669164,0.00005521804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004841811,"about_ca_system_score_gemma":0.0007549036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01916986,"about_ca_topic_score_gemma":0.02506849,"domain_scores_codex":[0.999558,0.00005357503,0.00005397777,0.00009283167,0.00008918595,0.0001524298],"domain_scores_gemma":[0.9997277,0.00003724018,0.000007761923,0.00006749239,0.00007268989,0.00008706714],"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":[0.000002055439,0.0001039199,0.0001418882,7.783652e-7,0.00002309766,0.00001266675,0.001687855,6.296231e-7,0.00001465837,0.3379392,0.6568786,0.003194722],"study_design_scores_gemma":[0.00007616766,0.000002464163,0.0006552983,0.000002859882,0.000002878181,8.960305e-7,0.001434775,0.000001750613,0.00005642575,0.01362465,0.9840973,0.00004452963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001839975,0.00001029579,0.0001527523,0.002901389,0.0002730658,0.00008693085,0.000004331688,0.00001658629,0.9963707],"genre_scores_gemma":[0.01739107,0.00002654788,0.0005541434,0.0007879004,0.000059331,0.00003223848,0.000001996424,0.000002573647,0.9811442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3272187,"threshold_uncertainty_score":0.9998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04533699391944455,"score_gpt":0.361902484050625,"score_spread":0.3165654901311804,"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."}}