{"id":"W2069638100","doi":"10.1038/nmeth.3091","title":"Replication","year":2014,"lang":"en","type":"article","venue":"Nature Methods","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":224,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Computational biology; Biology; 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":[0.0009021139,0.001898852,0.0009750252,0.001547605,0.002212848,0.003318913,0.00127502,0.001344584,0.05789491],"category_scores_gemma":[0.001659114,0.0008809898,0.001251568,0.0009808836,0.0007649689,0.001532856,0.002186368,0.003176507,0.07021058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395593,"about_ca_system_score_gemma":0.001758895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874808,"about_ca_topic_score_gemma":0.001848775,"domain_scores_codex":[0.9981571,0.000183509,0.0001269768,0.0007017542,0.0005421278,0.0002885586],"domain_scores_gemma":[0.9990319,0.0001155939,0.00006065394,0.0003696846,0.000305809,0.0001163374],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005116392,0.0002147812,0.001049306,0.0008032359,0.00007807636,0.000254721,0.000492867,0.0003122141,0.7783535,0.02624833,0.08003525,0.1116462],"study_design_scores_gemma":[0.00005689011,0.000169273,0.000969147,0.0000784496,0.00004675834,0.0004012467,0.0001289134,0.000767784,0.3559796,0.002702181,0.6386564,0.00004339324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1055745,0.01520712,0.2437898,0.006290083,0.01451821,0.005790072,0.04666648,0.0156674,0.5464964],"genre_scores_gemma":[0.1920262,0.005799475,0.08070762,0.002880812,0.001168257,0.003444849,0.07487897,0.002714311,0.6363795],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9990979,"threshold_uncertainty_score":0.1936778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00836508526146495,"score_gpt":0.3859581506250332,"score_spread":0.3775930653635683,"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."}}