{"id":"W1575567785","doi":"10.1111/conl.12093","title":"Quantifying Ecological Life Support: The Biological Efficacy of Alternative Supplementation Strategies for Imperiled Amphibian Populations","year":2014,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Government of British Columbia; Ministry of Environment; Simon Fraser University","funders":"","keywords":"Extinction (optical mineralogy); Amphibian; Biology; Biodiversity; Ecology; Captive breeding; Metamorphosis; Endangered species; Larva; Habitat","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001651618,0.0002831849,0.000255218,0.0006791118,0.0002253355,0.0008899694,0.0006486796,0.0004701938,0.001217886],"category_scores_gemma":[0.007024489,0.0001503634,0.0003187593,0.0004011039,0.0004607341,0.0008565313,0.0005438456,0.0002987432,0.00006419803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006995828,"about_ca_system_score_gemma":0.000386628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007288571,"about_ca_topic_score_gemma":0.01494716,"domain_scores_codex":[0.9994416,0.0003610416,0.00001841057,0.00009593548,0.0000472367,0.00003582468],"domain_scores_gemma":[0.9951053,0.002938284,0.001332136,0.0002072806,0.0001782361,0.0002387443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00089209,0.0004285568,0.5730242,0.0001592705,0.0008572533,0.0001196111,0.0002579233,0.3901957,0.005712606,0.004211406,0.0004445811,0.02369694],"study_design_scores_gemma":[0.00005524179,0.001365501,0.2355891,0.00003662803,0.0002926438,0.0001323496,0.0005758284,0.7540526,0.001724545,0.005472811,0.0006566356,0.00004601792],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965731,0.0000910924,0.002528886,0.00008320011,0.000002362858,0.000007459442,0.0001328336,0.00001269601,0.0005683139],"genre_scores_gemma":[0.9989807,0.00001776332,0.0008931195,0.000007462787,0.000001601039,0.000003724609,0.00003944119,0.00000111803,0.00005516621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007288571,"threshold_uncertainty_score":0.01449227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08941895418178912,"score_gpt":0.3165548996294195,"score_spread":0.2271359454476304,"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."}}