{"id":"W4243813529","doi":"10.5614/sostek.itbj","title":"Jurnal Sosioteknologi","year":2019,"lang":"ro","type":"paratext","venue":"Jurnal Sosioteknologi","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Teknologi Bandung; Trent University; Oulun Yliopisto; Nottingham Trent University","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001582731,0.002170542,0.003407252,0.001726638,0.002869456,0.003316359,0.003802855,0.002478899,0.07908523],"category_scores_gemma":[0.001977212,0.001662394,0.002487483,0.0005816376,0.002343573,0.0004948581,0.00164116,0.007018243,0.1239524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007981446,"about_ca_system_score_gemma":0.001918919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601735,"about_ca_topic_score_gemma":0.0003700577,"domain_scores_codex":[0.9874732,0.000997039,0.002724965,0.00246326,0.002625581,0.003715886],"domain_scores_gemma":[0.9919369,0.001210366,0.001950521,0.002206423,0.001621427,0.001074341],"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":[0.0007180368,0.001186554,0.001076687,0.001088895,0.003334164,0.0009056199,0.003678191,0.0002751201,0.0006909305,0.03212723,0.9377831,0.01713551],"study_design_scores_gemma":[0.001728889,0.001727766,0.0005465391,0.001053008,0.0006935751,0.00008452628,0.001989769,0.001228496,0.0004188871,0.003179436,0.9851273,0.002221826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05119987,0.04379695,0.000665915,0.008031549,0.0408355,0.002611456,0.003218791,0.0006193182,0.8490207],"genre_scores_gemma":[0.3151696,0.01855176,0.0001540307,0.001446981,0.01894233,0.00006727838,0.0007227738,0.0002862626,0.644659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2639697,"threshold_uncertainty_score":0.9991035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080864367525278,"score_gpt":0.2964983670444042,"score_spread":0.2556897233691514,"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."}}