{"id":"W4285256097","doi":"10.25270/con.2022.04.00003","title":"An Atlas of Lumps and Bumps: Part 15","year":2022,"lang":"en","type":"article","venue":"Consultant","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Atlas (anatomy); Computer science; Medicine; Anatomy","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":[0.0007112442,0.001588854,0.001037242,0.005323459,0.001529598,0.00471339,0.002651213,0.00193651,0.1396047],"category_scores_gemma":[0.001415943,0.001332072,0.001208763,0.008411339,0.00126039,0.004949918,0.002018852,0.00223891,0.0571432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189767,"about_ca_system_score_gemma":0.001848998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002971274,"about_ca_topic_score_gemma":0.004752644,"domain_scores_codex":[0.9992774,0.0001083722,0.00004989041,0.0001234006,0.0003724756,0.00006841391],"domain_scores_gemma":[0.999081,0.0002071192,0.00005223351,0.0002502314,0.0002946521,0.0001147045],"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":[0.0001064779,0.0001347939,0.000575723,0.001120738,0.00002593395,0.0003374784,0.0003444494,0.017736,0.00738011,0.2742099,0.2559423,0.442086],"study_design_scores_gemma":[0.000005364966,0.00003069048,0.0005618829,0.0001656858,0.000008662313,0.0005898951,0.00008406622,0.006018289,0.001323439,0.05253045,0.938648,0.00003362259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005612748,0.04007516,0.3161149,0.001980686,0.003546101,0.0003237685,0.006506312,0.01103437,0.6148059],"genre_scores_gemma":[0.0498028,0.0656438,0.2444604,0.001147952,0.001975223,0.0004192399,0.01130592,0.005836458,0.6194083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1396047,"threshold_uncertainty_score":0.4670242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009603956785649896,"score_gpt":0.1954612684141531,"score_spread":0.1858573116285032,"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."}}