{"id":"W2156667592","doi":"10.1002/sim.5754","title":"Armitage Lecture 2011: the design and analysis of life history studies","year":2013,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1932018,0.002009137,0.002857657,0.004585892,0.002652749,0.01000471,0.002768172,0.003283403,0.03346403],"category_scores_gemma":[0.4257501,0.003668643,0.002167776,0.006434912,0.004798358,0.004875392,0.008088353,0.00994105,0.01094993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004386071,"about_ca_system_score_gemma":0.016234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262609,"about_ca_topic_score_gemma":0.003194078,"domain_scores_codex":[0.8300191,0.1484041,0.007149454,0.004168256,0.008710865,0.001548227],"domain_scores_gemma":[0.6677508,0.2334004,0.01016815,0.05511416,0.0285413,0.005025224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001843903,0.0002788416,0.00511854,0.002029578,0.0006478032,0.0003630913,0.005356143,0.008628451,0.001982779,0.1263334,0.2807423,0.5666751],"study_design_scores_gemma":[0.001108753,0.0008434823,0.01105281,0.004077644,0.0004121366,0.0003314138,0.001519657,0.0310415,0.002887676,0.2609435,0.6854554,0.0003260118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00602658,0.002787861,0.9112679,0.02931274,0.005590812,0.01358243,0.004678806,0.002976029,0.02377701],"genre_scores_gemma":[0.02290051,0.003014252,0.8989829,0.002158326,0.001336017,0.05810904,0.002289633,0.001519575,0.009689759],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1932018,"threshold_uncertainty_score":0.9949259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06506782028851961,"score_gpt":0.3518201170214288,"score_spread":0.2867522967329092,"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."}}