{"id":"W4388981979","doi":"10.55016/ojs/muj.v1i1.77015","title":"Table of Contents","year":2023,"lang":"en","type":"article","venue":"The Motley Undergraduate Journal","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Aesthetics; Gender studies; Commodification; Media studies; Art history; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0008295646,0.00005911276,0.0001253952,0.00004480694,0.0008169339,0.0000399654,0.0002466211,0.00003019422,0.00003843459],"category_scores_gemma":[0.0003066751,0.00003419663,0.00007169729,0.0004220087,0.0002755527,0.00009653076,0.00003980326,0.0001664295,0.0001168849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002637701,"about_ca_system_score_gemma":0.00009940373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001627128,"about_ca_topic_score_gemma":0.0003674736,"domain_scores_codex":[0.9989592,0.0001436449,0.000163244,0.00005797831,0.0003989291,0.0002770051],"domain_scores_gemma":[0.9994553,0.0001192715,0.0001267418,0.00008094883,0.00013422,0.00008356215],"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":[0.00003274837,0.00005556399,0.00463448,0.00001228538,0.000265365,0.00004319625,0.06236022,0.0000381527,0.001810426,0.05391991,0.8627595,0.0140682],"study_design_scores_gemma":[0.0006319589,0.00006664192,0.005556752,0.00007022923,0.00007541027,0.00002014945,0.07869393,0.00001797931,0.0005248887,0.114731,0.7994647,0.0001463684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1439112,0.002028715,0.0005400761,0.3626229,0.004669953,0.0005208037,0.00001487921,0.0002609218,0.4854306],"genre_scores_gemma":[0.9702924,0.003079998,0.00003724836,0.0001729754,0.0004400955,0.000002246081,7.150052e-7,0.000006663544,0.02596765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8263813,"threshold_uncertainty_score":0.6283278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05173831484439132,"score_gpt":0.3234500069606511,"score_spread":0.2717116921162598,"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."}}