{"id":"W4400982999","doi":"10.1037/apl0001214","title":"A longitudinal meta-analysis of range restriction estimates and general mental ability validity coefficients: Better addressing overcorrection amid decline effects.","year":2024,"lang":"en","type":"review","venue":"Journal of Applied Psychology","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; University of Calgary","funders":"","keywords":"Psychology; Statistics; Homogeneity (statistics); Range (aeronautics); Variance (accounting); Population; Econometrics; Divergence (linguistics); Social psychology; Mathematics; Demography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01520959,0.0005448656,0.006370126,0.004109974,0.000142479,0.0002199455,0.0008032218,0.0004985699,0.0001989166],"category_scores_gemma":[0.007841244,0.0003173385,0.003122822,0.006435707,0.0002925579,0.0001463703,0.0002777911,0.001039476,0.00001030308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283977,"about_ca_system_score_gemma":0.00007745229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000172073,"about_ca_topic_score_gemma":0.000004281562,"domain_scores_codex":[0.9921911,0.001474415,0.003530986,0.001024355,0.00141894,0.0003601632],"domain_scores_gemma":[0.9750578,0.0192608,0.00439801,0.0007413496,0.000379001,0.0001630885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002132789,0.0003103421,0.001593568,0.001222487,0.04270861,0.00004350078,0.00009363916,0.0001070202,0.00003847282,0.00004969555,0.004533964,0.9490854],"study_design_scores_gemma":[0.00140373,0.00114977,0.02513093,0.0007706097,0.7703514,0.0009376306,0.00007440112,0.001078286,0.00001756312,0.01485025,0.183282,0.0009535133],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01115464,0.9570113,0.02696851,0.0001117645,0.00362569,0.0005194742,0.0000941277,0.00002596427,0.0004885375],"genre_scores_gemma":[0.00619279,0.964007,0.02890472,0.0001891247,0.0005584864,0.00004188595,0.00002796514,0.00004997115,0.00002806157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9481319,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.693000175735403,"score_gpt":0.5734002998863317,"score_spread":0.1195998758490713,"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."}}