{"id":"W4399175341","doi":"10.5539/ijsp.v13n2p46","title":"Inferences About a Robust Heteroscedastic Measure of Effect Size When There Are Two Covariates","year":2024,"lang":"en","type":"article","venue":"International Journal of Statistics and Probability","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Covariate; Measure (data warehouse); Statistics; Mathematics; Heteroscedasticity; Econometrics; Sample size determination; Computer science; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004615388,0.0001856873,0.0006590339,0.00007316424,0.00003122217,0.0001605422,0.0003422588,0.00009085338,0.0003762672],"category_scores_gemma":[0.0938981,0.0001270304,0.0001397687,0.00007410052,0.0002922282,0.0001050512,0.00009300512,0.0003949841,0.000002337528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006422454,"about_ca_system_score_gemma":0.0001271998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002531086,"about_ca_topic_score_gemma":0.00002188934,"domain_scores_codex":[0.9968122,0.0007303943,0.001313344,0.0002249371,0.0007742631,0.0001449102],"domain_scores_gemma":[0.9360768,0.06194762,0.0006729703,0.0001452071,0.001046388,0.0001110222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001524479,0.0005994153,0.03644961,0.002792307,0.0020072,0.0002902156,0.0008659064,0.0001916491,0.0006469188,0.8154019,0.002006846,0.1372235],"study_design_scores_gemma":[0.0008157631,0.0004656686,0.01075713,0.001162658,0.0002048966,0.00004659673,0.00001768881,0.001537491,0.0002346175,0.9845681,0.00007085563,0.0001184972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1220149,0.0007056091,0.8720897,0.0005835638,0.002326202,0.000351589,0.001595418,0.00002541042,0.0003076223],"genre_scores_gemma":[0.5304648,0.00006183521,0.4692248,0.00002035113,0.0001976702,0.000004337389,8.811091e-7,0.00001155013,0.00001373257],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4084499,"threshold_uncertainty_score":0.9137344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.262258204164485,"score_gpt":0.4897067052255341,"score_spread":0.2274485010610491,"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."}}