{"id":"W4396555794","doi":"10.6019/pxd051920","title":"ProteomeXchange dataset","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001743607,0.002823379,0.003821027,0.006032425,0.001729344,0.002900465,0.00300753,0.002920727,0.06089723],"category_scores_gemma":[0.004292946,0.0007675677,0.001369571,0.01005532,0.0004146213,0.001780552,0.002484588,0.002352516,0.05746618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180218,"about_ca_system_score_gemma":0.003358632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743973,"about_ca_topic_score_gemma":0.007165804,"domain_scores_codex":[0.9986889,0.0001579613,0.0001514713,0.0004905303,0.0003040473,0.0002071853],"domain_scores_gemma":[0.998922,0.0003522239,0.000168085,0.0001949972,0.0002061405,0.0001564935],"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":[0.001729244,0.0001610461,0.003280025,0.01895176,0.0006746624,0.0008414558,0.0002340225,0.001457568,0.01793298,0.004722422,0.9332358,0.01677904],"study_design_scores_gemma":[0.0005026673,0.00009866351,0.007214258,0.0006487021,0.000293176,0.000408028,0.00007891967,0.0008964566,0.003212798,0.00280837,0.9837537,0.00008418832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006715027,0.0007943168,0.000505725,0.00007501111,0.000042151,0.00004407944,0.9951425,0.00126888,0.001455805],"genre_scores_gemma":[0.0009859857,0.0004828251,0.001443318,0.00008832196,0.000009697046,0.0002404137,0.9960383,0.0001913169,0.0005198084],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06089723,"threshold_uncertainty_score":0.2037215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132436622329993,"score_gpt":0.3147850876641554,"score_spread":0.2934607214408554,"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."}}