{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002183629,0.0005231685,0.000691655,0.0002603835,0.0002516561,0.00009330863,0.002314288,0.0008702044,0.0006770015],"category_scores_gemma":[0.005071474,0.0002826545,0.0005637807,0.0009519609,0.001027726,0.00002878763,0.001187267,0.001131587,0.0000889966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007704242,"about_ca_system_score_gemma":0.0006546263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000171238,"about_ca_topic_score_gemma":0.00002060419,"domain_scores_codex":[0.995428,0.0003599521,0.001519492,0.0006206357,0.001572153,0.0004997402],"domain_scores_gemma":[0.9941919,0.00009258911,0.0008244858,0.001784098,0.002720367,0.0003865765],"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":[0.00003061521,0.0003175752,0.000005278932,0.00340188,0.000203333,2.10989e-7,0.0001884059,1.195041e-7,0.00004674478,0.00002773113,0.9875613,0.008216827],"study_design_scores_gemma":[0.0005511196,0.0004444698,0.0005547281,0.002431915,0.0001077892,0.00002430606,0.00009490398,0.00001968166,0.0004169407,0.0000199506,0.9950353,0.0002988931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000006094404,0.001620752,0.0001111563,0.07876586,0.000433392,0.001258614,0.917701,0.000009447527,0.00009366663],"genre_scores_gemma":[0.00003367109,0.00434122,0.0009160514,0.001828198,0.0002816631,0.0001737685,0.9900064,0.00002784394,0.002391208],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07693766,"threshold_uncertainty_score":0.9999626,"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."}}