{"id":"W4403925959","doi":"10.2139/ssrn.5006291","title":"The Use, Misuse, and Abuse of Historical Records of Child Height to Document Changes in Biological Standards of Living or Well-Being","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Medical emergency; Medicine; Environmental health","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":[0.001460802,0.0002315441,0.0004502943,0.0001131729,0.000100862,0.000008803339,0.0003917271,0.000143298,0.0001095477],"category_scores_gemma":[0.00009748351,0.0001365732,0.000129595,0.0001787256,0.0008102332,0.00004053252,0.0007562411,0.001609724,0.000002600056],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005793092,"about_ca_system_score_gemma":0.0002854331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092798,"about_ca_topic_score_gemma":0.004666401,"domain_scores_codex":[0.9975945,0.0001684197,0.0005388564,0.0003532068,0.0005717198,0.0007732952],"domain_scores_gemma":[0.9990237,0.0002547615,0.000401212,0.0002107316,0.00001164784,0.00009794375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0115914,0.006051406,0.3295889,0.002256505,0.004307745,0.0003080296,0.09210353,0.02560796,0.02297827,0.03723188,0.03515506,0.4328192],"study_design_scores_gemma":[0.001700922,0.01281467,0.07962315,0.0106478,0.0005906153,0.001735604,0.01790111,0.000351866,0.002360876,0.1161297,0.7530327,0.00311093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858916,0.0102125,0.0002954099,0.001353127,0.0003645573,0.0003320223,0.00001404847,0.0000083007,0.001528425],"genre_scores_gemma":[0.9309655,0.06638137,0.0001975982,0.00006195589,0.00007249261,0.00001299909,8.032068e-7,0.00002178427,0.00228549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7178777,"threshold_uncertainty_score":0.9980235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027211793012839,"score_gpt":0.2288435164752054,"score_spread":0.218571398545077,"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."}}