{"id":"W4232172347","doi":"10.3410/f.8044971.8430070","title":"Faculty Opinions recommendation of Andromeda: a peptide search engine integrated into the MaxQuant environment.","year":2011,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Andromeda; World Wide Web; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00148359,0.003047887,0.001754629,0.003831526,0.0007725301,0.00228597,0.003081522,0.001905025,0.07531504],"category_scores_gemma":[0.004427569,0.0009091452,0.001587173,0.004751426,0.0003659891,0.001628203,0.001834633,0.002041292,0.1034746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080779,"about_ca_system_score_gemma":0.002721241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275494,"about_ca_topic_score_gemma":0.04495487,"domain_scores_codex":[0.9991015,0.000145564,0.00008781994,0.0002835652,0.0002689218,0.0001127082],"domain_scores_gemma":[0.9986709,0.0003084783,0.0001180399,0.0003163084,0.0003138571,0.000272355],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001594587,0.00003861065,0.0007153698,0.0005148958,0.00004979365,0.00002392525,0.00001211673,0.0002459724,0.0004016046,0.0003089558,0.9937134,0.003815775],"study_design_scores_gemma":[0.0004201912,0.00004427298,0.004065853,0.0001480442,0.0000771174,0.0001162431,0.0000447083,0.002228212,0.002123085,0.00168008,0.9889993,0.00005290925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004325895,0.0001545147,0.0003909013,0.0001584179,0.00004392222,0.00002375462,0.9929587,0.004069606,0.001767652],"genre_scores_gemma":[0.0004798341,0.00007318131,0.0009973967,0.00008030936,0.000007369667,0.00003327009,0.997071,0.000232896,0.001024695],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9985164,"threshold_uncertainty_score":0.2519539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352386464711214,"score_gpt":0.3360780603297882,"score_spread":0.3008394138586668,"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."}}