{"id":"W4248402723","doi":"10.16995/pn.46","title":"Notes","year":2008,"lang":"en","type":"article","venue":"Pynchon Notes","topic":"Contemporary Literature and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Postmodernism; Reading (process); Criticism; Entertainment; Art; Order (exchange); Rainbow; Space (punctuation); Literature; Visual arts; Art history; Computer science; Philosophy; Linguistics","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":[0.00004349163,0.0001139539,0.0001299319,0.00005527494,0.0003130944,0.00009688058,0.0001027135,0.00003058276,0.002471018],"category_scores_gemma":[0.00007420487,0.00009370474,0.00007730021,0.00002429208,0.0001646567,0.0002654919,0.0000219563,0.0001057107,0.0004522518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005921983,"about_ca_system_score_gemma":0.00001813156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001148974,"about_ca_topic_score_gemma":0.0001752413,"domain_scores_codex":[0.9993813,0.00001823846,0.0001457623,0.000155321,0.00012395,0.0001754357],"domain_scores_gemma":[0.9994856,0.0001916757,0.00002672636,0.0001730186,0.00006947014,0.00005355689],"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":[0.00002445534,0.0001183795,0.001784311,0.00002744962,0.00003182893,0.0001129817,0.05759693,5.233388e-7,0.0004072174,0.9147711,0.01809419,0.007030576],"study_design_scores_gemma":[0.000209284,0.00005518313,0.0006309066,0.00002147211,0.000009321631,0.00001476105,0.0002183226,0.00001427263,0.001295803,0.004960205,0.9923735,0.0001969206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3673815,0.003333277,0.0001598264,0.00588679,0.001380247,0.0001834202,0.00005569239,0.0003875105,0.6212318],"genre_scores_gemma":[0.9889771,0.00001882173,0.00008324152,0.001383959,0.001201191,0.000009538223,0.00001943174,0.00001495572,0.008291702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9742793,"threshold_uncertainty_score":0.9984409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06209181648753485,"score_gpt":0.2278520048197936,"score_spread":0.1657601883322588,"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."}}