{"id":"W7093787044","doi":"","title":"Book Reviews","year":2016,"lang":"","type":"other","venue":"DigitalCommons - WayneState (Wayne State University)","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); Wright; Context (archaeology); State (computer science); Human science; Biological anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008000671,0.002389897,0.003242004,0.003761662,0.0005478836,0.0003162636,0.001876392,0.0008669268,0.03124725],"category_scores_gemma":[0.0001638758,0.00225077,0.001526969,0.00165859,0.001501524,0.001730502,0.0009496186,0.001431039,0.02075221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152591,"about_ca_system_score_gemma":0.0009361488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007796066,"about_ca_topic_score_gemma":0.00007200085,"domain_scores_codex":[0.9912708,0.0008818583,0.001801333,0.002378411,0.001399089,0.002268555],"domain_scores_gemma":[0.9923152,0.0003312635,0.001949356,0.003107103,0.0006785863,0.001618445],"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":[0.0007132331,0.0009169278,0.0006097559,0.001380641,0.001066669,0.00310146,0.0001924113,0.000001100848,0.001319286,0.003070569,0.9413108,0.04631714],"study_design_scores_gemma":[0.004078948,0.000835512,0.0001496813,0.008025622,0.001068123,0.000106698,0.00009830387,0.000007354323,0.001410568,0.0002044241,0.9816613,0.002353464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001258305,0.02014253,0.006257868,0.001670435,0.001005196,0.005202366,0.001588148,0.001659069,0.9623486],"genre_scores_gemma":[0.0007950885,0.1270647,0.0006481634,0.001609129,0.0004280289,0.00001952404,0.0006201888,0.0007908269,0.8680243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1069222,"threshold_uncertainty_score":0.9988838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493280113031214,"score_gpt":0.2495945884591655,"score_spread":0.2246617873288533,"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."}}