{"id":"W1979840614","doi":"10.1139/z05-078","title":"Linking climate and physiology at the population level for a key life-history stage of turtles","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Illinois Department of Natural Resources; National Science Foundation","keywords":"Biology; Ectotherm; Hatchling; Ecology; Facultative; Overwintering; Population; Turtle (robot); Obligate; Climate change; Abiotic component; Torpor; Rookery; Biota; Zoology; Thermoregulation; Hatching","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002469494,0.00004801972,0.000109447,0.00003619225,0.00009689419,0.000001688947,0.00009159674,0.00007297167,0.0004885191],"category_scores_gemma":[0.00007278752,0.00003548501,0.00003239037,0.00002142396,0.0002575661,0.0000631307,0.00001642456,0.00007566236,0.000005951088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938138,"about_ca_system_score_gemma":0.00006684109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905834,"about_ca_topic_score_gemma":0.1287516,"domain_scores_codex":[0.9995113,0.00006047817,0.0001872064,0.00007027696,0.00002762401,0.0001431014],"domain_scores_gemma":[0.9995407,0.00008646737,0.0002102371,0.00006219478,0.00001397752,0.00008646337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009049311,0.000005948741,0.9767682,0.00001062988,0.00001870208,0.000002169265,0.0006466641,0.0007676972,0.01050606,0.000932906,0.001436517,0.008813985],"study_design_scores_gemma":[0.0001972017,0.00007719549,0.9512903,0.000004212646,0.00001188408,0.00002854291,0.00003954533,0.0001913202,0.0001101935,0.0003796482,0.04763039,0.0000395843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971715,0.0006532823,0.00008237782,0.001646305,0.0002096455,0.00005624263,0.00001965874,0.000001042218,0.0001600025],"genre_scores_gemma":[0.9977078,0.00002554434,0.0004290741,0.001246852,0.00008072057,0.0000015994,0.000006170407,0.000003564101,0.0004986605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1268458,"threshold_uncertainty_score":0.8871464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994602933800995,"score_gpt":0.2191162615036977,"score_spread":0.1891702321656877,"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."}}