{"id":"W4393441774","doi":"10.1002/ece3.11183","title":"Bedrock morphology influences rock barrens turtle nesting habitat energy dynamics","year":2024,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nest (protein structural motif); Bedrock; Turtle (robot); Microclimate; Environmental science; Abiotic component; Ecology; Habitat; Painted turtle; Hydrology (agriculture); Geology; Biology; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001244592,0.00008792326,0.00008663505,0.00003794751,0.0002048685,0.00001178667,0.00006828302,0.0002023399,0.0003023665],"category_scores_gemma":[0.00005091692,0.00008018278,0.00002205962,0.0001296412,0.000158066,0.0001770771,0.0000820719,0.0001178635,0.0002892398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377764,"about_ca_system_score_gemma":0.00001739246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002327172,"about_ca_topic_score_gemma":0.003223503,"domain_scores_codex":[0.9992988,0.00007305561,0.0001260056,0.0002642141,0.0000407531,0.0001971572],"domain_scores_gemma":[0.9997395,0.0001150673,0.00002956734,0.00007139991,0.000005344451,0.00003911053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001497872,0.0000142383,0.9779209,0.000006390013,0.00001219853,0.00001478193,0.00008066656,0.001124891,0.003358198,0.01233186,0.002735755,0.002385098],"study_design_scores_gemma":[0.00007125948,0.00008609948,0.9352362,0.000005853231,0.00001595226,0.00009723398,0.00004613378,0.04454424,0.00004443675,0.0170591,0.002696333,0.00009723064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926606,0.0004565804,0.002976091,0.001366137,0.0006347856,0.0000416773,0.000004207356,0.00008400484,0.00177592],"genre_scores_gemma":[0.9981244,0.00003070859,0.0001569616,0.0003414969,0.00006124439,0.00001669217,0.00002545589,0.00000489706,0.001238134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04341935,"threshold_uncertainty_score":0.3717689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005280760274420444,"score_gpt":0.2019345596081247,"score_spread":0.1966537993337043,"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."}}