{"id":"W2105654206","doi":"10.1002/etc.2226","title":"Statistical reporting deficiencies in environmental toxicology","year":2013,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Pesticide Residue Analysis and Safety","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Null hypothesis; Statistical hypothesis testing; Statistical power; Environmental toxicology; Statistical analysis; Toxicology; Statistical significance; Variance (accounting); Statistical model; Computer science; Statistics; Data science; Medicine; Mathematics; Biology; Accounting; Business","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":["metaresearch"],"category_scores_codex":[0.3873339,0.001876043,0.003651348,0.01959894,0.004316794,0.01408354,0.006452467,0.007394591,0.02184116],"category_scores_gemma":[0.8335063,0.002351535,0.002990749,0.02577572,0.009538406,0.008512394,0.009147606,0.01119417,0.01365549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007261368,"about_ca_system_score_gemma":0.02838016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002905632,"about_ca_topic_score_gemma":0.001413963,"domain_scores_codex":[0.2986685,0.4002115,0.2031033,0.01086104,0.08395478,0.00320077],"domain_scores_gemma":[0.05954431,0.6372165,0.08973649,0.06541073,0.1456742,0.002417701],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009368923,0.0001201075,0.006615705,0.01879946,0.0007128508,0.0009022959,0.006202605,0.0014811,0.001892901,0.04167599,0.6595789,0.2610811],"study_design_scores_gemma":[0.0001880465,0.0002373483,0.003549114,0.01507661,0.0003844542,0.001319416,0.002259102,0.00245197,0.004374718,0.05527694,0.914631,0.0002512196],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009104068,0.03660718,0.4367172,0.3024858,0.1016797,0.01246411,0.03321081,0.0105936,0.05713755],"genre_scores_gemma":[0.1322162,0.04866639,0.5507078,0.130083,0.03984739,0.0432017,0.02266472,0.008136403,0.02447659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6126661,"threshold_uncertainty_score":0.7555264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009657947747477105,"score_gpt":0.2016536690240735,"score_spread":0.1919957212765964,"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."}}