{"id":"W2023928265","doi":"10.1038/35059070","title":"Cranial design and function in a large theropod dinosaur","year":2001,"lang":"en","type":"article","venue":"Nature","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":276,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Skull; Finite element method; Extant taxon; Function (biology); Anatomy; Computer science; Evolutionary biology; Biology; Structural engineering; Engineering","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":[0.0001277027,0.0001778491,0.0002782526,0.0007079496,0.0005372782,0.0003934876,0.000462219,0.0004696485,0.001927892],"category_scores_gemma":[0.0003745099,0.0002569707,0.0001932972,0.0004117003,0.0006553777,0.0002014556,0.0005098867,0.0002911093,0.0004266058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343887,"about_ca_system_score_gemma":0.0001906973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004765854,"about_ca_topic_score_gemma":0.01309046,"domain_scores_codex":[0.9999187,0.00001107434,0.00000596541,0.00002750282,0.00001902875,0.00001762572],"domain_scores_gemma":[0.9997494,0.0001030449,0.00003917528,0.00002608375,0.00003546134,0.00004676043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001197528,0.00007924817,0.127427,0.0001058154,0.00006182151,0.001745979,0.001364244,0.002587625,0.8122513,0.002023735,0.0002605492,0.0508951],"study_design_scores_gemma":[0.00001903265,0.0002632648,0.9781191,0.00001390621,0.00004278843,0.003131305,0.0006798232,0.002973926,0.01311612,0.0003729979,0.001240844,0.00002697907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989858,0.00006288193,0.0002736113,0.0000100583,8.361472e-7,0.000001855636,0.00005354364,0.000006051921,0.0006053188],"genre_scores_gemma":[0.9981244,0.00005022264,0.0008323122,0.00001529275,0.000002209421,0.000004547129,0.00008824719,0.00001282191,0.0008697836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004765854,"threshold_uncertainty_score":0.009476244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009591579565050551,"score_gpt":0.2151474495406669,"score_spread":0.2055558699756163,"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."}}