{"id":"W1591237046","doi":"","title":"Be(a)very Afraid","year":2010,"lang":"en","type":"article","venue":"ETC.: A Review of General Semantics","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beaver; History; Character (mathematics); Media studies; Sociology; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003539828,0.0001880674,0.0004935491,0.00007723508,0.0001092464,0.00007266444,0.0003442979,0.00005742416,0.006741343],"category_scores_gemma":[0.0001220973,0.0001419161,0.0003327506,0.00009075985,0.0002287308,0.0001555352,0.00008363305,0.000292814,0.0000805985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007219978,"about_ca_system_score_gemma":0.00002905745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006637337,"about_ca_topic_score_gemma":0.0002968172,"domain_scores_codex":[0.9987603,0.00005137789,0.0004817048,0.0002036059,0.0002890838,0.0002139371],"domain_scores_gemma":[0.9988294,0.00004593692,0.0002260866,0.0005915978,0.0002409918,0.00006600525],"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":[0.000004738934,0.0001146339,0.00006069579,0.004719624,0.0001969669,0.000009972794,0.002978886,8.724423e-7,0.003205272,0.7439504,0.2361193,0.008638613],"study_design_scores_gemma":[0.00007871733,0.00003013267,0.00001794321,0.0009236984,0.0002242906,0.000005563777,0.00004197651,0.00003751201,0.0007179119,0.001063649,0.9966775,0.0001811569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1512446,0.2811263,0.0001473166,0.02792899,0.009349376,0.001301379,0.0004174162,0.0003422096,0.5281424],"genre_scores_gemma":[0.5934133,0.1200797,0.01841363,0.04978362,0.01571258,0.00008535031,0.0005432431,0.0002482781,0.2017203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7605582,"threshold_uncertainty_score":0.9941666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164036265875757,"score_gpt":0.2598967303847704,"score_spread":0.2434931037971947,"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."}}