{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0149639,0.0001371238,0.0002547374,0.0001393383,0.0001262492,0.0002553707,0.0009416313,0.0003343286,0.008351367],"category_scores_gemma":[0.01221792,0.00008143799,0.0001410055,0.000651349,0.00007608941,0.0002913088,0.0001245385,0.0007337779,0.001975726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000375629,"about_ca_system_score_gemma":0.00003401992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002112763,"about_ca_topic_score_gemma":0.000003200607,"domain_scores_codex":[0.9956036,0.001476625,0.0004981103,0.0004922366,0.001656818,0.0002726161],"domain_scores_gemma":[0.9959865,0.002325654,0.0001327875,0.0009141018,0.0004989491,0.0001420523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007581722,0.00008243261,0.00383696,0.000004519363,0.00001699553,0.000001283399,0.0002007431,0.00005860048,0.01161407,0.003860106,0.2206148,0.7597019],"study_design_scores_gemma":[0.000180449,0.00005323208,0.0472484,0.000007372477,0.000008434353,0.000002326228,0.0003266779,0.0009819947,0.007390748,0.2261581,0.7174686,0.0001736415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2005043,0.004842004,0.4237961,0.03945188,0.01175299,0.002200432,0.00001384809,0.0003114,0.317127],"genre_scores_gemma":[0.2024047,0.000009355923,0.7835223,0.00391298,0.0002409957,0.00005051714,0.000001610348,0.00001113014,0.009846417],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7595283,"threshold_uncertainty_score":0.9988014,"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."}}