{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"49677ea8f4dd","filters":{"venue":"Proteomics Insights"}},"results":[{"id":"W1963499130","doi":"10.4137/pri.s5882","title":"Article Commentary: How Many Proteins are Missed in Quantitative Proteomics Based on MS/MS Sequencing Methods?","year":2010,"lang":"en","type":"article","venue":"Proteomics Insights","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Wellcome Trust; Canadian Institute for Theoretical Astrophysics","keywords":"Stable isotope labeling by amino acids in cell culture; Fractionation; Proteome; Proteomics; Quantitative proteomics; Computational biology; Chemistry; Chromatography; Biology; Biochemistry; Gene","authors":[{"name":"Claire M. Mulvey","is_ca":false},{"name":"Bettina Thur","is_ca":false},{"name":"Mark Crawford","is_ca":false},{"name":"Jasminka Godovac‐Zimmermann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04647435884477669,"gpt":0.3281965997354064,"spread":0.2817222408906297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009374249,0.002028858,0.001877928,0.001123115,0.002421988,0.0027603,0.006035536,0.04295877,0.006867855],"category_scores_gemma":[0.03034624,0.001092592,0.00177478,0.0009888056,0.004244942,0.003596582,0.001447999,0.03184551,0.01001032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003992819,"about_ca_system_score_gemma":0.003073915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004133902,"about_ca_topic_score_gemma":0.003140345,"domain_scores_codex":[0.9939955,0.00159082,0.0009588005,0.001016843,0.002044308,0.0003938038],"domain_scores_gemma":[0.9685342,0.0156313,0.001657632,0.0008019293,0.0113312,0.002043813],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001361402,0.00003172681,0.0001892184,0.0002635507,0.0000311104,0.000584071,0.00008626973,0.00009767524,0.0005229226,0.0007336494,0.9903637,0.006959896],"study_design_scores_gemma":[0.0001315638,0.0001536988,0.001331615,0.0004066837,0.00008862773,0.001499199,0.0003124344,0.0006271164,0.001392408,0.005264023,0.9886771,0.0001156339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006287231,0.0028698,0.000891986,0.786031,0.2071615,0.00007033756,0.0003320081,0.0002221113,0.001792498],"genre_scores_gemma":[0.003165516,0.002274345,0.0009062755,0.8027539,0.1838915,0.00008216697,0.0001144489,0.00008307086,0.00672876],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9906257,"threshold_uncertainty_score":0.04957634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W190729874","doi":"10.4137/pri.s3760","title":"Small Heat Shock Proteins Produced by <i>Pseudomonas Aeruginosa</i> Clonal Variants Isolated from Diverse Niches","year":2009,"lang":"en","type":"article","venue":"Proteomics Insights","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biology; Genetics; Gene; Pseudomonas aeruginosa; clone (Java method); Heat shock protein; Homology (biology); Hypervariable region; Bacteria","authors":[{"name":"Dinesh Diraviam Sriramulu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01359769919140596,"gpt":0.2092546883031908,"spread":0.1956569891117848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001314933,0.0002128486,0.0002022596,0.0002266854,0.0001650571,0.00032255,0.0001392626,0.0002083004,0.0003515958],"category_scores_gemma":[0.0002780567,0.000104526,0.0001789899,0.0003027263,0.000174825,0.0001496753,0.0003733341,0.0003223873,0.0001132964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420098,"about_ca_system_score_gemma":0.0001592693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474759,"about_ca_topic_score_gemma":0.001509798,"domain_scores_codex":[0.9998391,0.00001584176,0.00001113841,0.00003908829,0.00005410139,0.0000407956],"domain_scores_gemma":[0.999838,0.00002346614,0.00004761312,0.0000230052,0.00003681689,0.00003106426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002431874,0.000008592383,0.002694358,0.000009298258,0.000005703687,0.000053081,0.00003559454,0.0000121124,0.996365,0.00002135983,0.00001876033,0.0007518292],"study_design_scores_gemma":[0.00001249546,0.000517586,0.2353696,0.00001144437,0.00007830089,0.001454546,0.0004167361,0.0006076638,0.7593311,0.0001175067,0.002067748,0.00001523014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993157,0.0001219723,0.0002918661,0.00001709419,0.000003128505,0.000006955828,0.00006774706,0.000006446047,0.0001690336],"genre_scores_gemma":[0.9984298,0.0001133494,0.00066339,0.00002788736,0.000005447813,0.00001020912,0.0004160431,0.00000628854,0.0003275336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001474759,"threshold_uncertainty_score":0.00293231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}