{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008968481,0.0001291997,0.0001198923,0.0004163546,0.0003680198,0.0005433405,0.0001935537,0.0001521638,0.001386528],"category_scores_gemma":[0.0004465088,0.0001206443,0.0001297875,0.0002713799,0.0003556116,0.0001341228,0.0001973511,0.00008778356,0.0001275387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008449555,"about_ca_system_score_gemma":0.000506955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3923401,"about_ca_topic_score_gemma":0.7946084,"domain_scores_codex":[0.9999232,0.0000088667,0.000004077871,0.00002156675,0.00001704267,0.00002521204],"domain_scores_gemma":[0.9996783,0.00004843513,0.0001038233,0.00001479499,0.00006507244,0.00008961363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008484894,0.00001541206,0.9883795,0.00001384931,0.00002635109,0.000110407,0.000352573,0.0002694887,0.008449245,0.000025529,0.0001047305,0.002168014],"study_design_scores_gemma":[4.001017e-7,0.000007713887,0.9995961,0.000001434842,0.000002553967,0.00001411626,0.000182889,0.00009681266,0.00004356083,0.000002201687,0.00005142177,8.30425e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999719,0.00001840016,0.00002273735,0.000003445566,3.544197e-7,0.000001352149,0.00004880555,0.000001710473,0.0001842798],"genre_scores_gemma":[0.9997124,0.00001394282,0.00004608737,0.000002591751,3.163565e-7,0.000001090581,0.00005808574,0.000001105774,0.0001643348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3923401,"threshold_uncertainty_score":0.7801128,"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."}}