{"id":"W4250254370","doi":"10.1002/hed.24716","title":"Cover Image","year":2017,"lang":"en","type":"paratext","venue":"Head & Neck","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Courtesy; Cover (algebra); Citation; Psychology; Medicine; Computer science; Library science; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001651957,0.000366031,0.001316581,0.0001063799,0.0001551242,0.00004689424,0.0002320525,0.0008611814,0.05657152],"category_scores_gemma":[0.0001793684,0.0002901968,0.0003442122,0.00005857017,0.0002135264,0.00007043581,0.0001132049,0.0009819653,0.2819849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143382,"about_ca_system_score_gemma":0.0007032317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001164076,"about_ca_topic_score_gemma":0.00001220414,"domain_scores_codex":[0.9981061,0.00006471698,0.000398769,0.0005326606,0.0003191727,0.000578639],"domain_scores_gemma":[0.9981285,0.000125781,0.0002020397,0.0009819921,0.0001375461,0.0004241376],"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":[0.0002407011,0.0001832697,0.00004994625,0.0003725726,0.00007011048,0.0008911713,0.00002516773,1.551261e-7,0.000632876,0.00003232574,0.9935243,0.003977371],"study_design_scores_gemma":[0.002114513,0.0005920928,0.003034638,0.0006758969,0.0001115642,0.0002736137,0.000002173566,0.00001272624,0.0002566939,0.00001904388,0.9926255,0.0002815347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01403618,0.002182791,0.00001719437,0.003784939,0.00306219,0.0004701107,0.0001098477,0.00005216756,0.9762846],"genre_scores_gemma":[0.008140852,0.001563136,0.0003236373,0.003548831,0.00321612,0.00004209631,0.0004986595,0.00008671752,0.9825799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2254134,"threshold_uncertainty_score":0.999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03990887756051964,"score_gpt":0.3736080214737223,"score_spread":0.3336991439132027,"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."}}