{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001114477,0.0004756412,0.0003970846,0.0001701727,0.0001514139,0.0001754539,0.0002266493,0.0007811433,0.006285804],"category_scores_gemma":[0.00006271897,0.0003457802,0.0001713685,0.0001223338,0.0001804505,0.00002680554,0.0002543417,0.0002943106,0.002349003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003168839,"about_ca_system_score_gemma":0.0001080618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001300108,"about_ca_topic_score_gemma":0.000008244751,"domain_scores_codex":[0.9984774,0.00003986667,0.0005086579,0.0003860493,0.0002583626,0.0003296667],"domain_scores_gemma":[0.9985411,0.000005321394,0.0004196029,0.0006537726,0.0002530713,0.000127118],"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":[0.0000656913,0.00001128901,0.000008376663,0.0003324465,0.0001566352,5.23722e-7,0.00001793068,0.000001277611,0.0817162,0.000004676467,0.9010102,0.01667472],"study_design_scores_gemma":[0.0003649306,0.0003054754,0.00003090004,0.00006300665,0.0001113208,0.00002402603,0.00001964532,0.0001361084,0.07220793,0.00007294836,0.9261886,0.0004751105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.001558214,0.003877732,0.5299145,0.0006199853,0.001614082,0.002829056,0.001227785,0.0001771079,0.4581816],"genre_scores_gemma":[0.008138319,0.004851602,0.03960805,0.002507853,0.003701338,0.0001265775,0.00679787,0.0001594416,0.934109],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4903064,"threshold_uncertainty_score":0.9998994,"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."}}