{"id":"W1835051027","doi":"10.3758/s13423-015-0913-5","title":"Hidden multiplicity in exploratory multiway ANOVA: Prevalence and remedies","year":2015,"lang":"en","type":"article","venue":"Psychonomic Bulletin & Review","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":437,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Psychology; False discovery rate; Null hypothesis; Multiple comparisons problem; Type I and type II errors; Statistical hypothesis testing; Statistics; Analysis of variance; Variance (accounting); Null (SQL); Test (biology); Cognitive psychology; Control (management); Social psychology; Mathematics; Artificial intelligence; Computer science; Data mining","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":[0.2385886,0.001508315,0.002949772,0.005630919,0.002481356,0.00443463,0.004947493,0.004953149,0.003256163],"category_scores_gemma":[0.6150032,0.001833625,0.002168614,0.00486665,0.02179714,0.01054216,0.00854829,0.007735512,0.0006843383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002558509,"about_ca_system_score_gemma":0.003578855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008828919,"about_ca_topic_score_gemma":0.001467107,"domain_scores_codex":[0.6933132,0.198931,0.0249244,0.01995285,0.06126025,0.001618234],"domain_scores_gemma":[0.2843198,0.6057715,0.04358625,0.04936254,0.01546424,0.001495717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008718118,0.0004029474,0.0537552,0.007921451,0.001301946,0.003722745,0.01789959,0.001840388,0.003166176,0.2477929,0.02231823,0.6390066],"study_design_scores_gemma":[0.0005386174,0.002067187,0.05179284,0.01547623,0.001531646,0.02028219,0.006461631,0.0245342,0.01187062,0.7762334,0.08840336,0.000808031],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04262714,0.03944338,0.8610963,0.04223088,0.002894669,0.0009535534,0.0002508047,0.001979197,0.008524076],"genre_scores_gemma":[0.5887557,0.01918656,0.3703974,0.01218809,0.003810784,0.002433423,0.000170867,0.0007503935,0.002306847],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2385886,"threshold_uncertainty_score":0.9389558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5931554158815283,"score_gpt":0.536563227896454,"score_spread":0.05659218798507426,"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."}}