{"id":"W2902397990","doi":"10.1002/9780470057339.val018.pub2","title":"Longitudinal Studies","year":2012,"lang":"en","type":"other","venue":"Encyclopedia of Environmetrics","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Western University","funders":"","keywords":"Longitudinal study; Longitudinal data; Computer science; Psychology; Statistics; Mathematics; Data mining","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003897375,0.0003418631,0.0008396699,0.0004993886,0.00002456632,0.000004727289,0.0002719116,0.0003248137,0.005628123],"category_scores_gemma":[0.004379796,0.0002833722,0.000125593,0.000421388,0.0002806699,0.00003721361,0.0001616886,0.000277684,0.0002005124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004177831,"about_ca_system_score_gemma":0.00001944419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001131876,"about_ca_topic_score_gemma":0.000004492665,"domain_scores_codex":[0.9983578,0.0001106342,0.0004501184,0.0003054306,0.000432642,0.0003434106],"domain_scores_gemma":[0.9965849,0.00223091,0.0005042467,0.0005351207,0.00002101489,0.000123843],"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":[0.000004369181,0.0002413091,0.004986522,0.001146022,0.0002349628,0.00001404522,0.00009592358,2.716498e-8,0.000001202169,0.1683083,0.6833798,0.1415875],"study_design_scores_gemma":[0.0001302352,0.00005406374,0.001001788,0.0001542864,0.0002831423,0.000003260895,0.00002761855,6.918747e-7,0.000009784403,0.1263396,0.8716577,0.0003378981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.000004830579,0.02445187,0.1703202,0.0000108475,0.0007434674,0.0002050122,0.0001334205,0.00007120548,0.8040592],"genre_scores_gemma":[0.00002733628,0.03169615,0.6428413,0.000008855145,0.0006286537,0.00001805876,0.00000635109,0.0003177199,0.3244555],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4796036,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09303640190191041,"score_gpt":0.3748416916087742,"score_spread":0.2818052897068638,"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."}}