{"id":"W4254487195","doi":"10.1002/wdev.292","title":"Cover Image, Volume 6, Issue 5","year":2017,"lang":"en","type":"paratext","venue":"Wiley Interdisciplinary Reviews Developmental Biology","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cover (algebra); Crypt; Image (mathematics); Epigenetics; Biology; Cell biology; Computer science; Artificial intelligence; Genetics; Engineering; Endocrinology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003270049,0.0008199172,0.00114232,0.0001411188,0.0005060237,0.0001190543,0.0012925,0.0007510859,0.01531265],"category_scores_gemma":[0.00007361126,0.0006733392,0.0005187589,0.00007611634,0.0005665964,0.00001522661,0.003805684,0.0004787238,0.1219364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002678266,"about_ca_system_score_gemma":0.0005233721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007515433,"about_ca_topic_score_gemma":0.0001346011,"domain_scores_codex":[0.9965901,0.0002794637,0.0007884937,0.001333223,0.0001595397,0.0008491503],"domain_scores_gemma":[0.9979787,0.00001250785,0.000555872,0.001055847,0.0001104073,0.0002866077],"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":[0.0002022986,0.0001141777,0.0001367818,0.0002316036,0.0003830452,0.00002482243,0.00005800935,2.102747e-7,0.01434343,7.789458e-7,0.9501232,0.03438168],"study_design_scores_gemma":[0.0006744631,0.0007056628,0.00008208083,0.0005966838,0.00004505762,0.0001643438,0.00002263493,0.000001253609,0.004308045,0.00002539205,0.992654,0.0007204133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00308316,0.1900097,0.0004959406,0.0008827488,0.00666264,0.003220906,0.003110375,0.00003246151,0.7925021],"genre_scores_gemma":[0.002694705,0.139044,0.002194991,0.0005508325,0.002363687,0.001038858,0.0266784,0.0001442321,0.8252903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1066238,"threshold_uncertainty_score":0.9995718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660045375794272,"score_gpt":0.3718406156057272,"score_spread":0.3452401618477845,"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."}}