{"id":"W2086132993","doi":"10.1558/aleth.v4i2.58","title":"Back to Reality","year":2001,"lang":"en","type":"article","venue":"Alethia","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001189688,0.00008164227,0.0000923503,0.00004358861,0.0001738509,0.0001281373,0.0001038617,0.000025241,0.02175731],"category_scores_gemma":[0.00002431307,0.00007364801,0.00004176426,0.00003193401,0.00006739252,0.0001857073,0.0000156183,0.00006978731,0.003902212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001220293,"about_ca_system_score_gemma":0.00001412721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007306197,"about_ca_topic_score_gemma":0.001278794,"domain_scores_codex":[0.9993637,0.00003713439,0.0001493545,0.0001536136,0.0001205753,0.0001756032],"domain_scores_gemma":[0.9995598,0.00005640327,0.00001806504,0.000192739,0.0000876339,0.00008537622],"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":[0.00002708919,0.00005468008,0.0005015524,0.00001670042,0.00001551645,0.00001487294,0.1016975,0.000003157643,0.00004555508,0.6456043,0.247844,0.004175094],"study_design_scores_gemma":[0.0001086653,0.00004116196,0.001595888,0.00001510511,0.000006060329,0.000003344785,0.001622729,0.00001384284,0.0000197748,0.004927848,0.9915338,0.000111773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1028763,0.0001055524,0.0001314681,0.005750374,0.0006157985,0.000121391,0.0000246908,0.00006697344,0.8903074],"genre_scores_gemma":[0.7778279,0.00001995151,0.0002657841,0.009206032,0.001365456,0.000009408788,0.00003296508,0.00001652893,0.2112559],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7436898,"threshold_uncertainty_score":0.9968734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07931683143099598,"score_gpt":0.2782532412539515,"score_spread":0.1989364098229555,"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."}}