{"id":"W4238019093","doi":"10.23919/tma.2019.8784529","title":"[TMA 2019 Front cover]","year":2019,"lang":"en","type":"article","venue":"","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Otto von Guericke University Magdeburg; University of California, San Diego; King Saud bin Abdulaziz University for Health Science; Centre National de la Recherche Scientifique; Macquarie University; Universitat Politècnica de Catalunya; Universitat Oberta de Catalunya; Universidade do Minho; University of Aberdeen; Politecnico di Torino; Università degli Studi di Brescia; University of Waikato; Technische Universität Berlin; Masarykova Univerzita; Universidade Federal do Rio Grande do Sul; Austrian Institute of Technology; Indraprastha Institute of Information Technology, Delhi; Università degli Studi di Verona; Indiana University-Purdue University Indianapolis; University of Twente; Queen Mary University of London; Université Catholique de Louvain; Imperial College London; Dalhousie University; University of Oregon; Purdue University","keywords":"Front cover; Cover (algebra); Front (military); Computer science; Geology; Engineering; Mechanical engineering; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004774864,0.001104963,0.0009458723,0.001972989,0.001814472,0.004954578,0.001331999,0.003505097,0.8970373],"category_scores_gemma":[0.001408417,0.0005177927,0.0008600705,0.00158623,0.0005425629,0.001852619,0.001358367,0.002386032,0.8536084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008577,"about_ca_system_score_gemma":0.001002392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002561882,"about_ca_topic_score_gemma":0.006137708,"domain_scores_codex":[0.9996693,0.00002337347,0.00001634647,0.00005814093,0.0001704724,0.0000624999],"domain_scores_gemma":[0.9987592,0.0001150521,0.0000667731,0.0001285194,0.0005876852,0.0003427883],"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":[0.00003701924,0.00003476276,0.00006675721,0.0001202094,0.0000037783,0.00005993775,0.000007778533,0.00005869398,0.0007615734,0.001275296,0.9246022,0.07297184],"study_design_scores_gemma":[0.00001063113,0.00002407355,0.0005049082,0.0000907874,0.000002118079,0.00008875666,0.00001351097,0.0001312224,0.0002026205,0.0008594652,0.9980647,0.000007118856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003195601,0.0006442213,0.0007557443,0.00192626,0.006322642,0.0001581506,0.002159659,0.001746216,0.9859676],"genre_scores_gemma":[0.001088643,0.0003718317,0.0003569064,0.0009702064,0.001537198,0.00004703302,0.001231285,0.0003073939,0.9940895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1029627,"threshold_uncertainty_score":0.1468638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239049203259002,"score_gpt":0.3045647101364192,"score_spread":0.2921742181038292,"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."}}