{"id":"W4253752857","doi":"10.1002/prot.25037","title":"Cover Image, Volume 84, Issue 5","year":2016,"lang":"en","type":"paratext","venue":"Proteins Structure Function and Bioinformatics","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cover (algebra); Volume (thermodynamics); Image (mathematics); Computer science; Computer vision; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002937104,0.001678323,0.001446297,0.002337628,0.000842115,0.004011838,0.001182299,0.001643951,0.8721835],"category_scores_gemma":[0.002436919,0.000455233,0.0007516891,0.002130435,0.0005075214,0.002063465,0.001621089,0.001804075,0.7897205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008776497,"about_ca_system_score_gemma":0.0006161568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282267,"about_ca_topic_score_gemma":0.002453979,"domain_scores_codex":[0.9996732,0.00002477552,0.00001865309,0.00006145395,0.0001830824,0.00003879017],"domain_scores_gemma":[0.9986159,0.0002692881,0.00010695,0.0001117377,0.0004676177,0.0004285596],"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":[0.00002641907,0.00001459258,0.00002608668,0.00009129477,0.000001568424,0.00003046552,0.000002386444,0.00002574247,0.0003010095,0.0002031268,0.9767878,0.02248955],"study_design_scores_gemma":[0.00001686439,0.00002051624,0.0005223121,0.00009432917,0.000002153257,0.000147182,0.00000978937,0.0001166729,0.0001871878,0.0004171197,0.9984607,0.000005342109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000551642,0.003307101,0.001711377,0.007288345,0.03961938,0.0003401608,0.01240963,0.004616394,0.930156],"genre_scores_gemma":[0.001490832,0.001514784,0.0005762642,0.002120144,0.007628438,0.00008019449,0.005267689,0.0008546439,0.980467],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1278165,"threshold_uncertainty_score":0.1823148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003576559241825649,"score_gpt":0.2261266563304724,"score_spread":0.2225500970886467,"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."}}