{"id":"W1975836040","doi":"10.1177/0146621602239476","title":"Determining the Significance of Correlations Corrected for Unreliability and Range Restriction","year":2003,"lang":"en","type":"article","venue":"Applied Psychological Measurement","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Statistics; Mathematics; Sampling (signal processing); Variance (accounting); Range (aeronautics); Sample size determination; Monte Carlo method; Population; Correlation coefficient; Correlation; Population variance; Sample (material); Demography; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001432756,0.0001117021,0.0002068801,0.0000165189,0.0001319883,0.000007623091,0.00007176911,0.00007455173,0.00001507379],"category_scores_gemma":[0.00315715,0.0000704214,0.00003994061,0.0001128752,0.0001265435,0.00001593296,0.000009278722,0.0001236831,6.634935e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003400618,"about_ca_system_score_gemma":0.000009387863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.795488e-7,"about_ca_topic_score_gemma":0.000001679459,"domain_scores_codex":[0.9988279,0.0001558583,0.0003368415,0.0002747623,0.0002402107,0.0001644439],"domain_scores_gemma":[0.9974588,0.001922155,0.0001462711,0.0002354476,0.0001852509,0.00005203857],"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":[0.0001844909,0.0005248978,0.001300551,0.00006502272,0.00002499347,1.733111e-7,0.0001540467,0.00003944254,0.004320947,0.9529929,0.0006619478,0.03973059],"study_design_scores_gemma":[0.001136012,0.0002425376,0.02398126,0.00001593767,0.00006706152,8.152476e-7,0.00009273102,0.000231409,0.0006265713,0.9724349,0.001034111,0.00013664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04599164,0.00002402427,0.9483526,0.00005920341,0.0001545834,0.001301884,0.00001326837,0.00003182859,0.004070915],"genre_scores_gemma":[0.7610411,0.000007060216,0.2385354,0.00005751423,0.00001265067,0.0003294386,8.338178e-7,0.000007435387,0.000008508897],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7150494,"threshold_uncertainty_score":0.3779632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3235615786368179,"score_gpt":0.4344033213096365,"score_spread":0.1108417426728185,"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."}}