{"id":"W4322721846","doi":"10.1353/book.73096","title":"Unfelt","year":2020,"lang":"en","type":"book","venue":"Cornell University Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford; McGill University; University of Notre Dame","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009813321,0.0006667104,0.000722817,0.0001952668,0.000182698,0.00006898707,0.001489505,0.0007074003,0.0001598808],"category_scores_gemma":[0.00002453791,0.0008790967,0.0004138105,0.00002894439,0.0004487748,0.0001060279,0.001110113,0.001118473,0.00394165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009508998,"about_ca_system_score_gemma":0.0007253991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007773985,"about_ca_topic_score_gemma":0.00001473437,"domain_scores_codex":[0.9976004,0.0001527202,0.0002317379,0.00110786,0.0003916121,0.0005156939],"domain_scores_gemma":[0.9977192,0.0001112696,0.0004108759,0.001050084,0.0002104387,0.0004981401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003259614,0.00002205904,0.000003235192,0.0001951452,0.0003300331,0.001775783,0.0003399442,0.00004974273,0.00009828107,0.1638988,0.832531,0.0004300234],"study_design_scores_gemma":[0.0009214591,0.00007223585,0.000006490623,0.0001356787,0.000575039,0.00001196729,0.00002775852,0.0002321677,0.0001834585,0.001218878,0.9957687,0.0008462168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001733151,0.00011219,0.0002246387,0.000004140877,0.0002966469,0.0006516982,0.001119368,0.001031691,0.9965423],"genre_scores_gemma":[0.0006242628,0.00002466155,0.00007652271,0.0001208847,0.0003541196,5.919561e-7,0.0003276036,0.0002681379,0.9982032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1632377,"threshold_uncertainty_score":0.999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05837349830066009,"score_gpt":0.189248132750666,"score_spread":0.130874634450006,"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."}}