{"id":"W4288708862","doi":"10.1093/icb/icac129","title":"Temporal Monitoring of the Floreana Island Galapagos Giant Tortoise Captive Breeding Program","year":2022,"lang":"en","type":"article","venue":"Integrative and Comparative Biology","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"Galapagos Conservancy; Yale University; Oak Foundation","keywords":"Tortoise; Captive breeding; Biology; Breeding program; Population; Breeding pair; Zoology; Ecology; Offspring; Endangered species; Demography; Habitat; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001557623,0.0001345239,0.000208272,0.00002270199,0.0003272551,0.000006153652,0.0001960008,0.00004692614,0.0003186201],"category_scores_gemma":[0.00001778997,0.00008034633,0.00005384953,0.000186296,0.0006554155,0.00006509454,0.0002817282,0.0002399483,0.000005401564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007918468,"about_ca_system_score_gemma":0.00001974239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008579822,"about_ca_topic_score_gemma":0.0006080917,"domain_scores_codex":[0.999005,0.0003154658,0.0001849004,0.0002490128,0.00008249084,0.0001630969],"domain_scores_gemma":[0.9995867,0.00009263997,0.0001545007,0.0001137519,0.00002137565,0.00003101176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001165638,0.00008319927,0.960314,0.000001270097,0.00004097282,0.000001055925,0.003930847,0.00002577006,0.02717283,0.003447022,0.0006765557,0.004189898],"study_design_scores_gemma":[0.000489349,0.001677325,0.9435635,0.00001751387,0.00002692373,0.00002075918,0.01495354,0.0008353385,0.01597276,0.003419139,0.01877384,0.0002499905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947066,0.000183278,0.0001155519,0.000286844,0.0002809684,0.0003534151,0.00004042728,0.00001639124,0.004016502],"genre_scores_gemma":[0.9989627,0.000007774785,0.0002578119,0.0000711613,0.00003537728,0.0001588132,0.00001253662,0.000002887665,0.0004909535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01809729,"threshold_uncertainty_score":0.3488667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450171977643397,"score_gpt":0.2881578572772748,"score_spread":0.2436561375008409,"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."}}