{"id":"W4412628268","doi":"10.17504/protocols.io.j8nlkoqzwv5r/v1","title":"Twenty-Six Body Measurements for the Somatomap App v1","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Environmental science","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":["insufficient_payload"],"category_scores_codex":[0.001893697,0.0004861104,0.0003390278,0.00005988844,0.0003531851,0.0001713595,0.0009072258,0.000277943,0.003894818],"category_scores_gemma":[0.0001639178,0.0003452551,0.0002806411,0.000137955,0.0002556087,0.00008632989,0.003462829,0.000901869,0.006730592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008398854,"about_ca_system_score_gemma":0.00006865585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007285235,"about_ca_topic_score_gemma":0.0002629158,"domain_scores_codex":[0.9961011,0.0001438181,0.000524435,0.001448374,0.001020393,0.0007619089],"domain_scores_gemma":[0.9981004,0.0003529986,0.000186342,0.001130491,0.00001052746,0.0002192369],"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":[0.0002563594,0.001993568,0.1468123,0.004655819,0.002999832,0.0001255299,0.008977612,0.02484445,0.04043368,0.002542958,0.3564164,0.4099415],"study_design_scores_gemma":[0.002966195,0.0002491721,0.1410757,0.001277238,0.001394604,0.00003374063,0.002229132,0.08311532,0.02741627,0.07548103,0.6601444,0.004617142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4270911,0.003758553,0.1036226,0.02981271,0.01138146,0.02746616,0.0006217399,0.002055231,0.3941904],"genre_scores_gemma":[0.9853921,0.0002044764,0.00250244,0.002348865,0.0003249552,0.001469169,0.00005171173,0.0001319441,0.007574369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5583009,"threshold_uncertainty_score":0.9998999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04902854738297727,"score_gpt":0.302785949371309,"score_spread":0.2537574019883317,"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."}}