{"id":"W4244039756","doi":"10.1002/9781118445112.stat07621","title":"Longitudinal Studies","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","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; Psychology; Computer science; 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":[0.0005549046,0.001101611,0.002047736,0.0004381117,0.0001516739,0.0001004279,0.0007590629,0.0005851141,0.00665782],"category_scores_gemma":[0.005558994,0.0009117083,0.0001166567,0.0003289855,0.0007248697,0.00005735766,0.00031614,0.001035255,0.0005732815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544597,"about_ca_system_score_gemma":0.0002482282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001070691,"about_ca_topic_score_gemma":0.001197509,"domain_scores_codex":[0.9951707,0.0004620219,0.00119204,0.001191125,0.001002448,0.0009816714],"domain_scores_gemma":[0.9933254,0.003452813,0.00105152,0.001262597,0.0005014361,0.0004062222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001800356,0.0001685723,0.00004726931,0.001066387,0.0002311268,0.00006855152,0.00003461907,8.654207e-8,0.000002418065,0.4496135,0.4965478,0.05220163],"study_design_scores_gemma":[0.0004491002,0.0002648739,0.00005399461,0.001546679,0.0003519135,0.00001586395,0.0000700941,0.0001584006,0.000003563563,0.6291686,0.367041,0.0008759489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000002312912,0.003455431,0.890479,0.00007484333,0.0008732185,0.0005380805,0.02795878,0.0005396434,0.07607874],"genre_scores_gemma":[0.00002570762,0.007821658,0.8477014,0.0001383427,0.0007782911,0.00006407602,0.001291283,0.0008278787,0.1413514],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1795551,"threshold_uncertainty_score":0.9993334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1847822416748701,"score_gpt":0.4497118643305009,"score_spread":0.2649296226556308,"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."}}