{"id":"W4399142070","doi":"10.1098/rsbl.2024.0015","title":"Shake it off: exploring drivers and outcomes of autotomy in marine invertebrates","year":2024,"lang":"en","type":"review","venue":"Biology Letters","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Autotomy; Biology; Marine invertebrates; Invertebrate; Vertebrate; Ecology; Limb loss; Zoology; Evolutionary biology; Amputation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003909805,0.0004980018,0.0007923892,0.002121839,0.000191791,0.0008107194,0.0005131772,0.0007001881,0.001799682],"category_scores_gemma":[0.0009835828,0.0001897501,0.0005141892,0.001848088,0.0003310239,0.0009067463,0.0004564856,0.0007410499,0.0004022829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004287948,"about_ca_system_score_gemma":0.001108583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567768,"about_ca_topic_score_gemma":0.00326742,"domain_scores_codex":[0.9998913,0.00001999153,0.00002238791,0.00002708891,0.00003054312,0.00000873386],"domain_scores_gemma":[0.9996124,0.0002391637,0.00006947473,0.000006800994,0.00005016023,0.00002206331],"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":[0.00006645399,0.00004389979,0.0007753859,0.06655647,0.0002764977,0.0001817684,0.0001652401,0.0004945664,0.001098679,0.002990139,0.01145952,0.9158914],"study_design_scores_gemma":[0.00002601714,0.0003437711,0.009151519,0.04568477,0.001109509,0.002734974,0.0004514745,0.0002621,0.0009766229,0.004066605,0.9351342,0.000058442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002028911,0.9992174,0.00004361873,0.0001204115,0.00004693122,0.000002170539,0.00001446129,0.000002761399,0.0003494319],"genre_scores_gemma":[0.0009381647,0.9987356,0.000066941,0.0000773898,0.00003562793,0.0000026871,0.00001722487,6.236809e-7,0.0001256854],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002121839,"threshold_uncertainty_score":0.006020486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07464949625929143,"score_gpt":0.2926075659355252,"score_spread":0.2179580696762337,"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."}}