{"id":"W4323816731","doi":"10.1002/jwmg.22390","title":"Headstarting turtles to larger body sizes for multiple years increases survivorship but with diminishing returns","year":2023,"lang":"en","type":"article","venue":"Journal of Wildlife Management","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Toronto Zoo; Laurentian University","funders":"Environment Canada; Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; World Wildlife Fund; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Hatchling; Survivorship curve; Turtle (robot); Biology; Population; Juvenile; Painted turtle; Ecology; Demography; Zoology; Fishery; Hatching","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":[0.0008857067,0.0000988891,0.0001501885,0.00008383405,0.0001106504,0.0000432146,0.0002051293,0.00003687997,0.00005271437],"category_scores_gemma":[0.0001852091,0.00007666732,0.00006285149,0.0002402065,0.00003907288,0.0001960219,0.0001280523,0.00008625568,0.00005481608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006179744,"about_ca_system_score_gemma":0.00000719445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001474224,"about_ca_topic_score_gemma":0.0003514391,"domain_scores_codex":[0.9990049,0.00006100289,0.0002788536,0.0001570315,0.0002556208,0.0002425798],"domain_scores_gemma":[0.9993392,0.0002294363,0.000196155,0.0001225682,0.00001739573,0.0000952574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007090466,0.0001382044,0.9088702,0.00004949378,0.0001693007,0.0001723966,0.0008664264,0.004730971,0.001995695,0.0002063963,0.07581229,0.006279546],"study_design_scores_gemma":[0.0006932801,0.0002931039,0.9373309,0.00008801061,0.00005803907,0.00001187718,0.001438274,0.0005276363,0.0002285786,0.0003686641,0.05879946,0.0001621588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943716,0.00001120455,0.0009704861,0.003933819,0.0001530131,0.0002494814,0.000007405123,0.00002971442,0.0002732624],"genre_scores_gemma":[0.9926674,0.00001753818,0.003913698,0.002306687,0.0001261034,0.00001863573,0.000006392549,0.00001337434,0.0009301581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02846068,"threshold_uncertainty_score":0.3126402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871277379644182,"score_gpt":0.2419631369832889,"score_spread":0.2232503631868471,"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."}}