{"id":"W2111039219","doi":"10.1177/0734282909335781","title":"Psychometric Assessment and Reporting Practices","year":2009,"lang":"en","type":"article","venue":"Journal of Psychoeducational Assessment","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Reliability (semiconductor); Test (biology); Sample (material); Psychometrics; Clinical psychology; External validity; Applied psychology; Social psychology","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"],"consensus_categories":[],"category_scores_codex":[0.02872983,0.0001941508,0.0006192375,0.001828922,0.000228283,0.0005611572,0.0007199135,0.00007757963,0.0003834686],"category_scores_gemma":[0.1046895,0.0001314322,0.0002141341,0.003187569,0.00005439462,0.0008420121,0.00004469457,0.0005607331,0.00000573232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821644,"about_ca_system_score_gemma":0.0007985333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004991594,"about_ca_topic_score_gemma":5.538276e-7,"domain_scores_codex":[0.9922867,0.0004945594,0.003738952,0.0004571208,0.002733883,0.000288789],"domain_scores_gemma":[0.9537895,0.01336539,0.03023716,0.0005324297,0.001753587,0.00032195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002598969,0.0005994338,0.6010333,0.000004329584,0.00005433541,0.000008288184,0.0001094678,0.00005229521,0.0008484839,0.005339345,0.02359625,0.3683285],"study_design_scores_gemma":[0.0004061236,0.0004628793,0.8898313,0.00003420217,0.00002652413,0.0006033437,0.001143422,0.0001591657,0.000009416333,0.09223736,0.01495594,0.0001303065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8809602,0.001277614,0.04089,0.03431324,0.003689918,0.0001909129,0.000002457671,0.00001799409,0.03865768],"genre_scores_gemma":[0.7163509,0.0001663101,0.281886,0.0006793326,0.0006018408,0.000002761891,8.483646e-7,0.000006024067,0.0003060564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3681982,"threshold_uncertainty_score":0.9957244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7018021314899303,"score_gpt":0.6593700263291641,"score_spread":0.04243210516076623,"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."}}