{"id":"W3138086094","doi":"10.1093/conphys/coab011","title":"Amphibian reproductive technologies: approaches and welfare considerations","year":2021,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Australian Research Council","keywords":"Amphibian; Biology; Captive breeding; Threatened species; Ecology; Endangered species; Zoology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007734363,0.00009957185,0.0001476047,0.00002070785,0.0002206081,0.00001158667,0.00005628298,0.0001363241,0.0008961021],"category_scores_gemma":[0.000337968,0.00008830977,0.00002609624,0.0001474387,0.0007781585,0.00009350263,0.0002076854,0.0001000293,0.00008566469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003071335,"about_ca_system_score_gemma":0.00002066986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002911508,"about_ca_topic_score_gemma":0.000108667,"domain_scores_codex":[0.9990362,0.0000964191,0.0001553163,0.0005086796,0.00004629597,0.0001571204],"domain_scores_gemma":[0.9994778,0.00007205678,0.00006952624,0.000331894,0.00002124647,0.00002749804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004304638,0.0002355742,0.1377713,0.00002502578,0.00008243862,0.0000358036,0.0009994657,0.0001766993,0.6990491,0.1071947,0.04209622,0.01229053],"study_design_scores_gemma":[0.0005398282,0.0001039851,0.8120275,0.000006707901,0.00002296481,0.0002212566,0.004129021,0.0005304526,0.03007611,0.0659034,0.08602712,0.0004116678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506994,0.0002304515,0.00008284861,0.04263244,0.0001331151,0.0001684189,0.000008116844,0.0001633612,0.00588177],"genre_scores_gemma":[0.9963578,0.00004407189,0.00191799,0.001060756,0.00002825424,0.00002999941,0.00003817449,0.000006525472,0.0005164347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6742562,"threshold_uncertainty_score":0.981169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498327661357296,"score_gpt":0.2237154841218641,"score_spread":0.1887322075082911,"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."}}