{"id":"W2077956068","doi":"10.1021/ac050586d","title":"Proteomics:  from Gel Based to Gel Free","year":2005,"lang":"en","type":"review","venue":"Analytical Chemistry","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Citation; Altmetrics; Computer science; Icon; Library science; Social media; Identification (biology); Original research; Information retrieval; World Wide Web; Data science; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004120703,0.004039621,0.00339854,0.009828245,0.002087172,0.004987191,0.004036919,0.00231963,0.3480736],"category_scores_gemma":[0.00449898,0.003408539,0.003012958,0.00486464,0.001462569,0.006972906,0.006706172,0.008082013,0.4915752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001649973,"about_ca_system_score_gemma":0.002036032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162427,"about_ca_topic_score_gemma":0.002039033,"domain_scores_codex":[0.9947516,0.0007819951,0.0004254205,0.0008894057,0.002629284,0.0005223281],"domain_scores_gemma":[0.9966742,0.0003496552,0.0001845369,0.0009051669,0.001412909,0.0004735881],"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":[0.0002317549,0.0001503171,0.0003185724,0.001226763,0.0002008644,0.0001945786,0.0001157615,0.0001627281,0.06566521,0.003241688,0.7953246,0.1331672],"study_design_scores_gemma":[0.00009607927,0.0001337758,0.00153421,0.0003429699,0.00005888985,0.0006686937,0.00007980961,0.000440624,0.04084349,0.004226454,0.9514267,0.0001482538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.007307301,0.05442889,0.3312398,0.03281853,0.02817819,0.004661781,0.09899413,0.1414813,0.3008901],"genre_scores_gemma":[0.01770319,0.0548071,0.2884085,0.01083995,0.005049758,0.005118678,0.1250508,0.03461919,0.4584028],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3480736,"threshold_uncertainty_score":0.9298939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03840187825787168,"score_gpt":0.3492739359288983,"score_spread":0.3108720576710267,"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."}}