{"id":"W2739029225","doi":"10.17615/qfnm-rd76","title":"Redefine statistical significance","year":2025,"lang":"en","type":"article","venue":"Artefactual Field Experiments","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Royal Holloway, University of London; Weinberg College of Arts and Sciences, Northwestern University; University of California, Irvine; University of California, Los Angeles; Universität Innsbruck; Universität Zürich; Universität Regensburg; Universiteit Utrecht; Wharton School, University of Pennsylvania; Universiteit van Amsterdam; University of New South Wales; Göteborgs Universitet; Ohio State University; National University of Singapore; University of Bristol; Columbia University; University of Edinburgh; Medical Research Council; University of Sussex; Northwestern University; York University; Dartmouth College; Cardiff University; University of Notre Dame; University of Pittsburgh; Princeton University; University of Washington; Johns Hopkins University; Directorate for Biological Sciences; Imperial College London; Arizona State University; Harvard University; Università degli Studi di Milano; University of Pennsylvania; University of Southern California; School of Human Evolution and Social Change, Arizona State University; California Institute of Technology","keywords":"Statistical significance; Value (mathematics); Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1644896,0.002057268,0.003097692,0.00476273,0.0025811,0.006366031,0.004766099,0.004273673,0.01221182],"category_scores_gemma":[0.4661685,0.00133555,0.003648711,0.00387207,0.009061111,0.006987998,0.006413726,0.01653988,0.002127819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384898,"about_ca_system_score_gemma":0.004545654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370699,"about_ca_topic_score_gemma":0.001544481,"domain_scores_codex":[0.8001785,0.1436462,0.01029294,0.01940757,0.02320576,0.00326899],"domain_scores_gemma":[0.4272214,0.4637156,0.01115772,0.0757189,0.01908666,0.003099742],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002632521,0.0005002592,0.01869709,0.003312972,0.00264818,0.001680742,0.005518296,0.007680698,0.02015813,0.2534678,0.02486114,0.6588423],"study_design_scores_gemma":[0.0005364104,0.002203183,0.02050766,0.001538053,0.001856213,0.002687006,0.001846646,0.08620191,0.05547557,0.7077233,0.1190177,0.0004063021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.02136032,0.001144912,0.9590095,0.005701687,0.002852591,0.0003200822,0.0003461594,0.002545764,0.006718915],"genre_scores_gemma":[0.3714435,0.0003452548,0.6156638,0.004373711,0.0009618228,0.0009418514,0.0002674344,0.001343444,0.004659195],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8355104,"threshold_uncertainty_score":0.8699146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141012309792743,"score_gpt":0.4452637053697076,"score_spread":0.3311624743904333,"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."}}