{"id":"W7033400278","doi":"","title":"“Recovering a Trashed Communicative Genre: Letters as Memory, Art, and Collectible,” in Residual Media","year":2007,"lang":"en","type":"article","venue":"Scholarly and Creative Works from DePauw University (DePauw University)","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space (punctuation); Cultural studies; Energy (signal processing); Piano; Residual","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005120889,0.000388246,0.000523242,0.0006931259,0.0009125405,0.0002298271,0.0004842007,0.0001710494,0.0002682107],"category_scores_gemma":[0.00004639971,0.0004717913,0.0001091535,0.001137554,0.0006302767,0.002581533,0.0004754272,0.001024664,0.00002039107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597085,"about_ca_system_score_gemma":0.0001160561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006377736,"about_ca_topic_score_gemma":0.004653398,"domain_scores_codex":[0.9978609,0.000578716,0.0002154106,0.000605431,0.0002344367,0.0005051134],"domain_scores_gemma":[0.997794,0.001190917,0.0001985251,0.0003645627,0.0001331412,0.0003188079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01447259,0.001654706,0.6610795,0.00007218432,0.003553177,0.006828435,0.08320189,0.000150462,0.01458302,0.1644682,0.001617683,0.04831818],"study_design_scores_gemma":[0.01540492,0.0005939233,0.4804857,0.0007542682,0.0007648887,0.0000318596,0.4525554,0.00008384111,0.007162741,0.01914138,0.02060244,0.002418641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397905,0.0002009596,0.005715583,0.0002620787,0.00006217588,0.0002868309,0.0001853339,0.00005505199,0.05344151],"genre_scores_gemma":[0.9948326,0.0002409521,0.001468496,0.00009055845,0.0000666757,3.608628e-7,0.0001388793,0.0000234723,0.003138043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3693535,"threshold_uncertainty_score":0.9997734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00809485513365083,"score_gpt":0.2070877515448772,"score_spread":0.1989928964112264,"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."}}