{"id":"W4376114923","doi":"10.1242/jeb.245982","title":"Streamlining allows fan worms to make a speedy retreat","year":2023,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creatures; China; Tube (container); Art; History; Engineering; Archaeology; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001318334,0.0001180969,0.0002457158,0.0001410378,0.0000548899,0.0000187501,0.0001687395,0.00006039617,0.0004921433],"category_scores_gemma":[0.000005308906,0.0000891427,0.0001391604,0.0001854888,0.00002938596,0.00004203042,0.00008830345,0.0001790402,0.0001730419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003230499,"about_ca_system_score_gemma":0.00003192811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002135366,"about_ca_topic_score_gemma":0.00000128174,"domain_scores_codex":[0.9992098,0.0000319081,0.0003246517,0.0001195381,0.00006953227,0.0002446288],"domain_scores_gemma":[0.9995428,0.00003938642,0.0001488165,0.0001054175,0.00003574255,0.0001278101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008333736,0.000131527,0.03665205,0.00000119502,0.00009123044,0.00002376781,0.001057811,0.00002281408,0.9471981,0.001320608,0.005196138,0.008221431],"study_design_scores_gemma":[0.001636145,0.001636868,0.00154968,0.00005958549,0.0000306304,0.00004362343,0.00693359,0.00005279208,0.9582326,0.001111282,0.02838333,0.0003298579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994439,0.0001582844,0.0006012508,0.0002667671,0.0005693054,0.00007126432,0.00001529771,0.00001292128,0.003865918],"genre_scores_gemma":[0.9969875,0.000005849819,0.001639911,0.0001493351,0.0005835529,0.000001981033,0.00001718301,0.00001263409,0.0006020158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03510237,"threshold_uncertainty_score":0.5388623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313277037684435,"score_gpt":0.3209264457397978,"score_spread":0.2977936753629535,"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."}}