{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000967567,0.001655097,0.0009836593,0.007065538,0.001163727,0.003733396,0.00263116,0.001828372,0.2089224],"category_scores_gemma":[0.001863722,0.001144643,0.001056695,0.01181589,0.0006558348,0.003751365,0.001538428,0.001639835,0.1028333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779699,"about_ca_system_score_gemma":0.002500504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005208135,"about_ca_topic_score_gemma":0.0091286,"domain_scores_codex":[0.9991606,0.0001091167,0.00005405211,0.0001209988,0.0004707852,0.00008439152],"domain_scores_gemma":[0.9982327,0.0003370876,0.00008384904,0.0003221406,0.0007974585,0.0002267102],"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":[0.0001066191,0.0001195207,0.0005840128,0.0009393637,0.00001901411,0.0002215673,0.0001257491,0.0115598,0.004375489,0.05702647,0.4160527,0.5088697],"study_design_scores_gemma":[0.000007497832,0.00002856887,0.0006699377,0.0001427907,0.000007909099,0.0004538761,0.00004572821,0.003612429,0.001014039,0.01352725,0.9804647,0.00002523811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005430041,0.0465005,0.2413148,0.002668619,0.003841588,0.0004125809,0.01797618,0.01737559,0.6644801],"genre_scores_gemma":[0.03238782,0.06614003,0.1796328,0.0009637144,0.001823142,0.0003877685,0.02580376,0.006386001,0.6864751],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2089224,"threshold_uncertainty_score":0.698915,"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."}}