{"id":"W2465354302","doi":"10.5539/mas.v10n10p99","title":"Confirmatory Factor Analysis of Aurora-a Battery on Children","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Yale University","keywords":"Confirmatory factor analysis; Test (biology); Factor (programming language); Psychology; Identification (biology); Battery (electricity); Cognition; Statistics; Computer science; Structural equation modeling; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002483139,0.0001065385,0.000207197,0.0003290096,0.0001058463,0.00001721371,0.0003376538,0.00003420438,0.001357429],"category_scores_gemma":[0.00006017758,0.00007286222,0.00007245711,0.0006534118,0.0006521426,0.00005661972,0.00007509676,0.0000595601,0.000108049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003629184,"about_ca_system_score_gemma":0.00004061558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000392301,"about_ca_topic_score_gemma":0.000004831488,"domain_scores_codex":[0.998695,0.00002077165,0.0002015482,0.0004643995,0.0003129603,0.0003053438],"domain_scores_gemma":[0.998987,0.0003211987,0.0001089533,0.0004334296,0.00006898423,0.00008046327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001036522,0.0003415659,0.1808793,0.000005932234,0.0004992072,0.000003678734,0.00646258,0.00004954014,0.4577955,0.02813746,0.0002299736,0.3254917],"study_design_scores_gemma":[0.0003674235,0.00004568132,0.9897482,0.000009778078,0.00007876227,0.000001009383,0.0001140771,0.0005692963,0.00786253,0.0009983431,0.00004320587,0.0001617064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491648,0.0000113214,0.01754063,0.00008294812,0.00008165216,0.0001323592,0.00008477217,0.00004223535,0.03285928],"genre_scores_gemma":[0.9993596,3.675112e-7,0.0000602862,0.0002835041,0.00002305307,0.00001491974,0.000001821294,0.000007482715,0.000248974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8088689,"threshold_uncertainty_score":0.9995555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513757911426971,"score_gpt":0.3008228179876075,"score_spread":0.2656852388733378,"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."}}