{"id":"W4285402631","doi":"10.1016/j.cub.2022.05.052","title":"Woodpeckers minimize cranial absorption of shocks","year":2022,"lang":"en","type":"article","venue":"Current Biology","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cranial vault; Woodpecker; Biology; Skull; Natural selection; Shock (circulatory); Head (geology); Evolutionary biology; Neuroscience; Anatomy; Ecology; Selection (genetic algorithm); Computer science; 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":[0.0001781513,0.0006146263,0.0004364692,0.000243974,0.000201511,0.0005561279,0.0004141781,0.0007447401,0.006481449],"category_scores_gemma":[0.001005265,0.0002901251,0.0001941721,0.00007699647,0.0002398101,0.0003439421,0.0006571064,0.0007336851,0.0009374079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932589,"about_ca_system_score_gemma":0.0002279009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005584222,"about_ca_topic_score_gemma":0.00157801,"domain_scores_codex":[0.9998801,0.00001143838,0.000005290762,0.00004195982,0.00002064148,0.00004066846],"domain_scores_gemma":[0.9995157,0.0001194241,0.0001375052,0.00007182253,0.00005179181,0.0001037667],"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":[0.00121692,0.0002483237,0.01084254,0.0001527143,0.0000858422,0.0001317414,0.0001390237,0.001314318,0.93659,0.0005298136,0.0004981052,0.04825062],"study_design_scores_gemma":[0.0003052818,0.004710022,0.5632645,0.0001103472,0.0002981406,0.0009387812,0.001007995,0.01844993,0.4028754,0.002103135,0.005882361,0.0000540934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951605,0.0001900216,0.002251598,0.00008031356,0.00002554574,0.0000198624,0.00003111635,0.00006600305,0.002174972],"genre_scores_gemma":[0.9894794,0.0002912265,0.002684217,0.000193641,0.00004184559,0.00004540113,0.0001123312,0.0001073612,0.007044551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006481449,"threshold_uncertainty_score":0.02168256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663911276578747,"score_gpt":0.2878004261184736,"score_spread":0.2611613133526862,"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."}}