{"id":"W7135064154","doi":"10.5376/ijmec.2024.14.0018","title":"Integrating Ecology and Evolution in Reptile Conservation Programs","year":2024,"lang":"","type":"article","venue":"International Journal of Molecular Ecology and Conservation","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitat; Biodiversity; Population; Conservation biology; Population viability analysis; Conservation genetics; Biodiversity conservation; Wildlife conservation","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":[0.001093889,0.0002088183,0.0003066545,0.000360196,0.00008070471,0.0001214136,0.0002174984,0.0004022968,0.0002270477],"category_scores_gemma":[0.0002959826,0.0001957753,0.00009018617,0.0002262958,0.0006600191,0.0004854266,0.0001646786,0.0005082107,0.00002347773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004541287,"about_ca_system_score_gemma":0.0002190324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002276528,"about_ca_topic_score_gemma":0.001636268,"domain_scores_codex":[0.997866,0.0003209811,0.0009211206,0.0003862712,0.0002557765,0.0002497952],"domain_scores_gemma":[0.9989583,0.0002401588,0.0004534944,0.00008675762,0.0001672414,0.00009398296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002597003,0.0001745348,0.8976331,0.00004394041,0.0002270003,0.0007678486,0.000768666,0.0001005674,0.03947093,0.01479177,0.0003021077,0.04545989],"study_design_scores_gemma":[0.00101396,0.000782917,0.9619078,0.0003415765,0.0000800519,0.001791819,0.0006608684,0.01920499,0.0005287461,0.01011587,0.003345026,0.0002263569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747941,0.001914783,0.001868083,0.0189322,0.00191867,0.0002583766,0.000006773922,0.00001276123,0.0002942859],"genre_scores_gemma":[0.9962195,0.0008690601,0.00111617,0.001458593,0.0001363422,0.0000117304,0.00001619523,0.00001406865,0.0001583765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06427477,"threshold_uncertainty_score":0.7983484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00878183642972729,"score_gpt":0.2458204747465709,"score_spread":0.2370386383168436,"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."}}