{"id":"W4283706597","doi":"10.5539/ells.v12n3p1","title":"The Establishment of the Theme of Evil Through Imagery in Othello","year":2022,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Aesthetics; Meaning (existential); Relevance (law); Psychology; Sociology; Art; Epistemology; Philosophy; Computer science; Law; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003173368,0.0001101993,0.0001891593,0.00003960014,0.0004788451,0.00009634222,0.0001749859,0.00001385855,0.0001162796],"category_scores_gemma":[0.000190167,0.00005839335,0.00007306202,0.0001128708,0.0003275292,0.0002140169,0.0001417822,0.0001991107,1.328849e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001306767,"about_ca_system_score_gemma":0.00001561676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007929838,"about_ca_topic_score_gemma":0.0002404388,"domain_scores_codex":[0.9990995,0.000160172,0.0002610031,0.0001316531,0.0002081591,0.0001395321],"domain_scores_gemma":[0.9991827,0.0003394993,0.00009767497,0.0002141447,0.0001563902,0.000009560173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002167778,0.00003717442,0.0002269124,0.00006306082,0.00004968052,0.000007378982,0.8899181,0.000002545678,0.00002594953,0.1059771,0.003136533,0.0005339399],"study_design_scores_gemma":[0.0002409107,0.00004868039,0.000180948,0.0001028353,0.00001899201,0.000001586265,0.7126644,0.000002378119,0.0001385589,0.002945388,0.2835807,0.00007460082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7948579,0.1626504,3.673331e-7,0.0005532876,0.001188101,0.0002515926,0.000232898,0.00001982398,0.04024561],"genre_scores_gemma":[0.992081,0.0005868762,0.00001605166,0.0002364665,0.0003552751,0.0000384804,0.00001030717,0.000009476225,0.006666032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2804441,"threshold_uncertainty_score":0.3682937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529922209729609,"score_gpt":0.2425572379924356,"score_spread":0.2272580158951395,"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."}}