{"id":"W1489738311","doi":"10.1002/zoo.21180","title":"Nutrition and health in amphibian husbandry","year":2014,"lang":"en","type":"review","venue":"Zoo Biology","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Zoo; University of Guelph","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Biology; Animal husbandry; Amphibian; Zoology; Ecology; Agroforestry; Agriculture","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003465629,0.0003733752,0.001663913,0.0003213235,0.00009320205,0.00001168432,0.0002208266,0.0007708397,0.0001819196],"category_scores_gemma":[0.00001712506,0.0002903015,0.0002008094,0.0001639883,0.0002010255,0.00002487649,0.0001560371,0.0004154397,0.0006164454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007565246,"about_ca_system_score_gemma":0.00007411816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007111881,"about_ca_topic_score_gemma":0.0001755168,"domain_scores_codex":[0.9978599,0.0005409566,0.0005551617,0.0005688066,0.000007483676,0.000467713],"domain_scores_gemma":[0.9993274,0.00006464871,0.0002926581,0.0002694923,0.00001370919,0.00003212415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007097054,0.0001014237,0.00002899539,0.006076406,0.0001389326,0.000002271527,0.00002955811,2.975742e-9,0.00002692572,0.002682596,0.03167741,0.9592284],"study_design_scores_gemma":[0.0007236385,0.0001050605,0.00003713304,0.002921104,0.0001204982,0.00004061895,0.0000141659,2.878759e-8,0.000001226125,0.0001523582,0.9956101,0.0002741146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000089665,0.9972948,0.00001781561,0.0003635343,0.0004862923,0.0009456752,0.000124824,0.00005298034,0.0007050406],"genre_scores_gemma":[0.0001057408,0.9927163,0.00002511404,0.0005030712,0.00008232028,0.00009229566,0.005184032,0.00002561771,0.001265533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9639326,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0410331426437042,"score_gpt":0.3446598833090164,"score_spread":0.3036267406653123,"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."}}