{"id":"W4288854624","doi":"10.2139/ssrn.4062215","title":"P-hacking in Top-Tier Management Journals","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hacker; Business; Tier 1 network; Computer security; Computer science; World Wide Web; The Internet","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":[],"category_scores_codex":[0.03063593,0.0001623843,0.0002818722,0.001106457,0.0001976322,0.001003927,0.001738612,0.00004659656,0.0008204871],"category_scores_gemma":[0.0003533821,0.0001215384,0.0001617279,0.00146734,0.00002920706,0.0005781887,0.0004508237,0.001304059,0.001733981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006604581,"about_ca_system_score_gemma":0.0003513802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002379837,"about_ca_topic_score_gemma":0.000188573,"domain_scores_codex":[0.9939065,0.0002536147,0.0009273328,0.0006255865,0.001966829,0.002320109],"domain_scores_gemma":[0.9982815,0.0002215423,0.0003719608,0.0008752462,0.0001406444,0.0001090857],"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":[0.00006313735,0.0001226607,0.07663248,0.000005284441,0.0001102609,0.00005160957,0.0003254529,0.00286895,0.0000713905,0.1547497,0.007040899,0.7579582],"study_design_scores_gemma":[0.001453455,0.0001670067,0.02995053,0.0001001665,0.00001912582,0.000297808,0.01203535,0.003284053,0.00002312991,0.8523787,0.0999416,0.000349023],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104739,0.001927832,0.03081249,0.002299907,0.003135318,0.0003356956,0.000001736222,0.00003794743,0.05097517],"genre_scores_gemma":[0.9661266,0.0005583948,0.0003774397,0.0002358113,0.0001629643,0.00000189009,0.000001055742,0.00001209535,0.03252378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7576091,"threshold_uncertainty_score":0.9990433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05048746352442487,"score_gpt":0.3664523256897315,"score_spread":0.3159648621653066,"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."}}