{"id":"W6912678512","doi":"10.5281/zenodo.5764890","title":"Way of Truth as Shackles and Wings","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"American Literature and Humor Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Laboratory for Brain, Music and Sound Research","funders":"","keywords":"George (robot); Post truth; Government (linguistics); Ridiculous","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001237206,0.00007862278,0.0001290336,0.00007070625,0.001228331,0.0004797987,0.0001790917,0.00001525239,0.0204648],"category_scores_gemma":[0.0002189369,0.00007297933,0.00003195179,0.00007641679,0.0004075877,0.0001405254,0.000422243,0.00009785056,0.0006582211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001361169,"about_ca_system_score_gemma":0.00000206188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001716319,"about_ca_topic_score_gemma":8.500317e-7,"domain_scores_codex":[0.9992949,0.00007939878,0.0001375436,0.000193544,0.0001480872,0.0001465403],"domain_scores_gemma":[0.9992843,0.00002335043,0.00005935895,0.0001566943,0.0004206956,0.00005555809],"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":[0.00003581619,0.00009279445,0.000005663174,0.0001019423,0.00009223595,0.00002360554,0.07328863,6.803977e-7,0.001083696,0.7673457,0.1193223,0.03860703],"study_design_scores_gemma":[0.0001621253,0.000124986,0.0001302764,0.00002621418,0.00001374987,0.00003165129,0.009571418,0.000005387227,0.0003150226,0.0009153974,0.9886187,0.00008510687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08906424,0.0008484366,0.00003401067,0.000780757,0.0001055109,0.0000943625,0.0001696189,0.0002119675,0.9086911],"genre_scores_gemma":[0.9916598,0.0001317889,0.00005586773,0.0002164576,0.0001960948,1.181576e-8,0.0002363577,0.000314701,0.00718892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9025956,"threshold_uncertainty_score":0.9804306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03126516180903551,"score_gpt":0.2251039940396548,"score_spread":0.1938388322306193,"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."}}