{"id":"W1983075605","doi":"10.1038/nmeth.2659","title":"Error bars","year":2013,"lang":"en","type":"article","venue":"Nature Methods","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":289,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Computer science; Chemistry","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":[0.01591941,0.004834888,0.005354221,0.005947443,0.003910952,0.005495085,0.005759916,0.01168323,0.09772328],"category_scores_gemma":[0.06665467,0.002116508,0.003732589,0.005475305,0.004174754,0.005193331,0.00746158,0.01560661,0.09854192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002407372,"about_ca_system_score_gemma":0.003556716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004768458,"about_ca_topic_score_gemma":0.004167513,"domain_scores_codex":[0.9684801,0.009353418,0.003074848,0.00651668,0.0086893,0.003885752],"domain_scores_gemma":[0.9208025,0.03067856,0.00447975,0.02271541,0.0191546,0.002169243],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003162698,0.002217439,0.005075125,0.007214942,0.001345059,0.0006341753,0.002033938,0.007401219,0.03773814,0.05608997,0.6577661,0.2193213],"study_design_scores_gemma":[0.0007518114,0.001426971,0.08731077,0.004328052,0.001545802,0.002202552,0.004091929,0.02001007,0.1449242,0.07022363,0.6620224,0.001161795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.05733129,0.01267184,0.3454002,0.01132414,0.09114092,0.002818074,0.1578027,0.06677206,0.2547388],"genre_scores_gemma":[0.3704357,0.006311566,0.2454044,0.01184355,0.004366423,0.01270354,0.1231438,0.02556718,0.2002238],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9840806,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2218999693596393,"score_gpt":0.5448362889887357,"score_spread":0.3229363196290964,"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."}}