{"id":"W4404520181","doi":"10.1145/3681758.3697982","title":"A Theory of Stabilization by Skull Carving","year":2024,"lang":"en","type":"article","venue":"","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Electronic Arts (Canada)","funders":"","keywords":"Carving; Skull; Computer science; Computer vision; Computer graphics (images); Geology; Art; Visual arts; 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":[0.0004754674,0.0008063245,0.0005238571,0.001023241,0.001203422,0.001535681,0.001174424,0.001234807,0.01235215],"category_scores_gemma":[0.001528418,0.0004896863,0.00092569,0.0005194779,0.0026434,0.001562414,0.001836445,0.001693655,0.002584686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007050977,"about_ca_system_score_gemma":0.0005124378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152015,"about_ca_topic_score_gemma":0.001206458,"domain_scores_codex":[0.9995916,0.0000696657,0.00001677236,0.0001103425,0.0001690022,0.0000425732],"domain_scores_gemma":[0.9997297,0.00009119479,0.00002724455,0.00005278856,0.00007711575,0.0000218543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003119219,0.000008749613,0.0001278214,0.00007443216,0.00001675441,0.000085898,0.0002161841,0.04207054,0.004463154,0.908036,0.003796947,0.04107226],"study_design_scores_gemma":[0.00002074736,0.00008776673,0.0002565542,0.00005962144,0.00001880351,0.0002541485,0.0001424102,0.3334889,0.003988925,0.6312318,0.03041057,0.00003963142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003108214,0.0003046635,0.9796212,0.0002334723,0.0001313733,0.00002394075,0.00005293193,0.000286704,0.01623751],"genre_scores_gemma":[0.4065298,0.001621939,0.5355489,0.0004276647,0.0004591256,0.0002943999,0.000327654,0.0007181726,0.05407219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01235215,"threshold_uncertainty_score":0.04132199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004953009201189365,"score_gpt":0.2370800636364677,"score_spread":0.2321270544352784,"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."}}