{"id":"W2968318900","doi":"10.1016/j.euprot.2019.07.002","title":"Proceedings of the EuBIC Winter School 2019","year":2019,"lang":"en","type":"article","venue":"EuPA Open Proteomics","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Society for Visual Anthropology; Novo Nordisk; Novo Nordisk Fonden; Brain Science Institute, Johns Hopkins University","keywords":"Library science; Data science; Field (mathematics); Political science; Computer science; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.01542969,0.001629996,0.00116364,0.00227598,0.00357934,0.008786852,0.00283813,0.003644496,0.1395301],"category_scores_gemma":[0.009935068,0.0006241945,0.001415821,0.001368696,0.001355585,0.002940178,0.00762966,0.003928421,0.08989044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004520743,"about_ca_system_score_gemma":0.007946684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01196234,"about_ca_topic_score_gemma":0.01791533,"domain_scores_codex":[0.9941473,0.001383899,0.0002447693,0.0006718389,0.002323246,0.001228989],"domain_scores_gemma":[0.9882389,0.0007951384,0.0002660951,0.0009286296,0.004412034,0.005359208],"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":[0.0003889957,0.000191664,0.0004719988,0.000190696,0.00003357124,0.0002428863,0.000147683,0.0005464614,0.001455444,0.005830809,0.947135,0.04336487],"study_design_scores_gemma":[0.00002393249,0.0000523959,0.0007945696,0.00009803874,0.000007038146,0.00006918825,0.0001041215,0.0003029368,0.0006417427,0.001686038,0.9962046,0.00001538692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02141098,0.03357346,0.04885159,0.08328353,0.3342859,0.002648247,0.01524056,0.004793333,0.4559124],"genre_scores_gemma":[0.0539053,0.009803439,0.0228561,0.008676719,0.03056654,0.001413546,0.02388846,0.004502238,0.8443876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1395301,"threshold_uncertainty_score":0.4667747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00915070400359133,"score_gpt":0.2661420644686222,"score_spread":0.2569913604650309,"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."}}