{"id":"W2891952131","doi":"10.18432/ari29381","title":"Drawing Upon Finnegans Wake","year":2018,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Literature, Culture, and Aesthetics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wake; Reading (process); Natural (archaeology); Linguistics; Computer science; Literature; Process (computing); Visual arts; History; Art; Philosophy; Engineering; Programming language","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001266156,0.0002146194,0.0001857905,0.0004128104,0.002180658,0.00161059,0.0008526504,0.00008006595,0.0110666],"category_scores_gemma":[0.0000519553,0.0001611823,0.0002206791,0.0001214469,0.0007644831,0.001015571,0.0001110661,0.001148737,0.001200231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106081,"about_ca_system_score_gemma":0.0001298806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007496709,"about_ca_topic_score_gemma":0.00054958,"domain_scores_codex":[0.9970968,0.0001906347,0.0004578533,0.0003182809,0.00127461,0.0006617825],"domain_scores_gemma":[0.9979248,0.0001146413,0.00008461791,0.0002060828,0.001389142,0.0002807093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004149553,0.0006532949,0.0002621371,0.00002617396,0.0002719774,0.0004378412,0.3346659,0.00002220956,0.001183741,0.4732513,0.1845226,0.004287913],"study_design_scores_gemma":[0.0007610184,0.000536515,0.0002351874,0.0001696455,0.00001411144,0.0004385822,0.01000409,0.0005744324,0.0004109538,0.05030495,0.9363004,0.0002501252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4516087,0.0003349863,0.0003638638,0.02773483,0.005330497,0.0002542125,0.0001360792,0.0000993324,0.5141376],"genre_scores_gemma":[0.9413001,0.00008096986,0.0002898457,0.0004956638,0.009705826,0.00001319225,0.0000495737,0.00003593028,0.04802888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7517778,"threshold_uncertainty_score":0.9995775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08923061594308551,"score_gpt":0.3563199503635089,"score_spread":0.2670893344204234,"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."}}