{"id":"W2782353864","doi":"10.1002/9781118521373.wbeaa313","title":"Measurement Burst Design","year":2015,"lang":"en","type":"other","venue":"The Encyclopedia of Adulthood and Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Institutes of Natural Sciences; National Institute on Aging; National Institutes of Health","keywords":"Term (time); Computer science; 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":[0.001309829,0.0002186119,0.0003438685,0.0001323391,0.00006179616,0.000009489116,0.0003161207,0.0001841376,0.0005763294],"category_scores_gemma":[0.00008088283,0.0001432353,0.00004094786,0.0001052764,0.0001973701,0.0000139751,0.0000820534,0.0003519192,0.0001368892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001901525,"about_ca_system_score_gemma":0.0001048768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004194112,"about_ca_topic_score_gemma":0.00006803577,"domain_scores_codex":[0.9983587,0.0003894172,0.0002015724,0.0003113681,0.0003811974,0.0003577128],"domain_scores_gemma":[0.9991265,0.00007539962,0.0001619165,0.0004464647,0.00008524639,0.000104508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002990927,0.00005093696,0.000279311,0.00006586557,0.0001854106,0.00001568048,0.004368342,3.654108e-7,0.000002123403,0.0003368353,0.9724312,0.02223395],"study_design_scores_gemma":[0.0008197391,0.0001473877,0.0005339884,0.0005167435,0.0001292296,0.000031885,0.003552743,0.000006221995,0.000004529057,0.0004885675,0.9934683,0.0003006943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009110542,0.02943506,0.000863429,0.0007923167,0.0006733991,0.0003524218,0.00001554332,0.00009883055,0.9676779],"genre_scores_gemma":[0.01143273,0.000878436,0.0005753399,0.0001204381,0.001051123,0.00006011376,0.000009698416,0.0002660308,0.9856061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02855662,"threshold_uncertainty_score":0.6310402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05629018881258051,"score_gpt":0.3270564116168541,"score_spread":0.2707662228042736,"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."}}