{"id":"W2947404325","doi":"10.1016/j.biocon.2019.05.029","title":"Conserving Panamanian harlequin frogs by integrating captive-breeding and research programs","year":2019,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Division of Environmental Biology; First Quantum Minerals; Mohammed bin Zayed Species Conservation Fund; Smithsonian Institution; National Science Foundation","keywords":"Biology; IUCN Red List; Captive breeding; Conservation status; Endangered species; Zoology; Ecology; Fishery; Habitat","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001995098,0.00020342,0.000137658,0.0007818685,0.0009489756,0.0009718863,0.001247828,0.0003517411,0.002573609],"category_scores_gemma":[0.001424,0.000123605,0.0001441463,0.000488968,0.0007036193,0.0008248448,0.001339914,0.000316765,0.0001449454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006111495,"about_ca_system_score_gemma":0.002504153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009364653,"about_ca_topic_score_gemma":0.04305456,"domain_scores_codex":[0.9995199,0.0002065266,0.00001539131,0.00007688664,0.00007255362,0.0001087183],"domain_scores_gemma":[0.9988096,0.0001574228,0.0002601273,0.0001214106,0.0002155257,0.0004359089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002037111,0.001751411,0.5138543,0.0003219936,0.0002282051,0.0003809113,0.002884106,0.002098312,0.02626267,0.004071546,0.004416897,0.443526],"study_design_scores_gemma":[0.00007408782,0.001138117,0.9482387,0.0001554547,0.0002176829,0.0004620077,0.005520377,0.002942017,0.002378045,0.00203786,0.03680849,0.00002706673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717154,0.001824473,0.005263609,0.003273919,0.0001291933,0.0002291895,0.00008837583,0.0001598868,0.01731598],"genre_scores_gemma":[0.9870113,0.0005870077,0.00929362,0.0006762374,0.00008057086,0.0001157684,0.0001058227,0.0000148209,0.002114858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009364653,"threshold_uncertainty_score":0.01862031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07799064774433664,"score_gpt":0.2952130766345021,"score_spread":0.2172224288901655,"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."}}