{"id":"W2019192492","doi":"10.1142/s1793048006000057","title":"MASS SPECTROMETRY OUTGROWS SIMPLE BIOCHEMISTRY: NEW APPROACHES TO ORGANELLE PROTEOMICS","year":2006,"lang":"en","type":"article","venue":"Biophysical Reviews and Letters","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canada Research Chairs","keywords":"Organelle; Proteomics; Proteome; Computational biology; Organelle biogenesis; Biology; Identification (biology); Computer science; Chemistry; Bioinformatics; Cell biology; Biochemistry; Biogenesis","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00006034463,0.0002335412,0.0003324189,0.00002416177,0.00009155993,0.00005335605,0.0002055873,0.00007510014,0.00007440243],"category_scores_gemma":[0.00002089383,0.0002018575,0.0001120399,0.0002220418,0.00005477319,0.00004423203,0.00007537886,0.000181736,0.00005061548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005812888,"about_ca_system_score_gemma":0.00001522756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004747089,"about_ca_topic_score_gemma":7.767277e-7,"domain_scores_codex":[0.9988899,0.000007712395,0.0002656147,0.0004512568,0.0001029937,0.0002825122],"domain_scores_gemma":[0.9992864,0.00002072687,0.0001122974,0.0004096155,0.000006269857,0.0001647239],"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":[0.000006063508,0.0000357001,0.00006749661,0.0001028194,0.000004641773,0.000001004744,0.000006601078,0.000003947654,0.9829264,0.002884225,0.01105222,0.002908936],"study_design_scores_gemma":[0.0001299225,0.00001246346,0.00001820478,0.00004089635,0.00001888136,0.000002881279,0.000004880358,0.00006178144,0.8084252,0.004191422,0.1867967,0.0002967767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6189588,0.001220101,0.3516891,0.0223486,0.00002237615,0.001434723,0.00006801778,0.0002999497,0.003958331],"genre_scores_gemma":[0.3139129,0.0005647247,0.6769642,0.002461912,0.002156164,0.0006760454,0.0002001444,0.0001037194,0.0029602],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3252751,"threshold_uncertainty_score":0.8231511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719145621808283,"score_gpt":0.2506195688452728,"score_spread":0.21342811262719,"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."}}