{"id":"W3017268958","doi":"10.17504/protocols.io.be45jgy6","title":"Sample preparation to mass spectrometer using ZipTipC18 v1","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sample (material); Mass spectrometry; Sample preparation; Spectrometer; Analytical Chemistry (journal); Chemistry; Chromatography; Physics; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091275,0.003251956,0.003400532,0.003121588,0.002794314,0.001557056,0.002733428,0.00180725,0.05989974],"category_scores_gemma":[0.002298011,0.001526276,0.001702631,0.002557589,0.0009319116,0.001895471,0.001695148,0.004721949,0.05494279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007638555,"about_ca_system_score_gemma":0.001986226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007919948,"about_ca_topic_score_gemma":0.00116628,"domain_scores_codex":[0.9979664,0.000097016,0.000134911,0.0008524282,0.0006625069,0.0002867042],"domain_scores_gemma":[0.9989197,0.0001959262,0.00009243968,0.0001955748,0.0004209195,0.000175446],"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":[0.0007852604,0.0004127851,0.0007064166,0.002059853,0.0002267502,0.0006797596,0.0001767556,0.0003918771,0.900507,0.001979853,0.04245512,0.04961859],"study_design_scores_gemma":[0.0003025834,0.0009205748,0.003943512,0.000183196,0.0001812178,0.001925463,0.000143819,0.003169145,0.643471,0.003522656,0.3420035,0.0002332646],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1024898,0.02157538,0.6573748,0.003412006,0.005395116,0.01659685,0.07903798,0.07004862,0.04406946],"genre_scores_gemma":[0.08289316,0.01511628,0.6047778,0.007834672,0.002281253,0.02001387,0.1806723,0.01732522,0.06908543],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05989974,"threshold_uncertainty_score":0.2003846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05151265213410842,"score_gpt":0.3479233868671744,"score_spread":0.296410734733066,"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."}}