{"id":"W4205340823","doi":"10.25270/con.2022.01.00005","title":"An Atlas of Lumps and Bumps: Part 13","year":2022,"lang":"en","type":"article","venue":"Consultant","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Atlas (anatomy); Geology; Paleontology","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":[0.00006797964,0.00004944086,0.00008706681,0.00002241808,0.00005105724,0.000008544523,0.0000529574,0.00001510202,0.0001161974],"category_scores_gemma":[0.00001755751,0.000052689,0.000008005542,0.00005087158,0.00002118126,0.00003765147,0.00003275964,0.00005816752,0.000002830961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000104251,"about_ca_system_score_gemma":0.000008911083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002107494,"about_ca_topic_score_gemma":0.000007674011,"domain_scores_codex":[0.9996608,0.00001325587,0.000110447,0.00006936599,0.00005772982,0.00008839524],"domain_scores_gemma":[0.9998265,0.00002602807,0.00001243692,0.00008398556,0.0000157876,0.00003529937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004862749,0.0000565318,0.0004061089,0.0001886846,0.0000447437,0.00001880598,0.001827883,0.1485021,0.8406649,0.0037542,0.0006930344,0.003794416],"study_design_scores_gemma":[0.002086932,0.0005318851,0.001519757,0.0001129536,0.0001056965,0.00008414945,0.002122285,0.754195,0.1660904,0.001813376,0.07052889,0.0008087009],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979149,0.000258695,0.0008701574,0.00001407879,0.0003003667,0.00004949511,0.00004840887,0.00007850047,0.0004654216],"genre_scores_gemma":[0.9996417,0.00004709348,0.0002213665,0.00001498295,0.00002900964,0.00001070722,0.000006862474,0.00000968208,0.00001858814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6745744,"threshold_uncertainty_score":0.2148595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009266507845706812,"score_gpt":0.1934515186143843,"score_spread":0.1841850107686775,"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."}}