{"id":"W4242498233","doi":"10.5699/slaveasteurorev2.97.3.0544","title":"","year":2019,"lang":"","type":"article","venue":"The Slavonic and East European Review","topic":"Discourse Analysis and Cultural Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pity; Index (typography); Literature; Philosophy; Diction; History; Art history; Sociology; Classics; Art; Poetry; Computer science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01250609,0.0005688563,0.00113448,0.00003501627,0.002565803,0.0006683851,0.002784061,0.00006073152,0.001402022],"category_scores_gemma":[0.0001852893,0.0003201936,0.0007354692,0.001244817,0.001138763,0.0008749409,0.001040886,0.0007362198,0.002527937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006339845,"about_ca_system_score_gemma":0.0001321722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003831434,"about_ca_topic_score_gemma":0.0002910503,"domain_scores_codex":[0.9848931,0.0112765,0.001266818,0.0007990137,0.0008808048,0.0008837913],"domain_scores_gemma":[0.9959092,0.0001744063,0.001025812,0.002262832,0.0002649835,0.000362799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004420631,0.0003160703,0.001406825,0.004178504,0.0008939265,0.000009907982,0.04577418,0.00001726591,0.0001249755,0.1143043,0.003629813,0.8293],"study_design_scores_gemma":[0.000632172,0.0002384656,0.01097914,0.02160417,0.002879215,0.0000245222,0.04138676,0.0001374549,9.197492e-7,0.0004443775,0.9207899,0.0008829164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08622668,0.6556641,0.000003138238,0.09215871,0.0001677403,0.001467991,0.000004885932,0.00004014999,0.1642666],"genre_scores_gemma":[0.5008914,0.487232,0.000005003071,0.005226428,0.0001461523,0.00000648235,0.000009833231,0.00002158298,0.006461069],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9171601,"threshold_uncertainty_score":0.999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02857855839961766,"score_gpt":0.294663084802706,"score_spread":0.2660845264030884,"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."}}