{"id":"W6968732696","doi":"10.5281/zenodo.6987040","title":"Nothobranchius balamaensis Bragança & Bellstedt & Merwe & Cotterill & Watters & Chakona 2022, new species","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Fish fin; Marbled meat; Orange (colour); Dorsum; Dorsal fin","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":[0.0001439495,0.0006534807,0.0003073648,0.001861462,0.001385117,0.0003838511,0.0005027443,0.0004906149,0.005774032],"category_scores_gemma":[0.0002889137,0.0003128239,0.0001709037,0.001080168,0.0007156309,0.0008885302,0.0006265392,0.0005690772,0.001592872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007303819,"about_ca_system_score_gemma":0.0006773992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03328343,"about_ca_topic_score_gemma":0.1326998,"domain_scores_codex":[0.9998777,0.000009879273,0.00001078898,0.00003432696,0.00004172277,0.0000254799],"domain_scores_gemma":[0.9998356,0.00002015581,0.00005807977,0.00001341059,0.00004423582,0.00002848069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006413748,0.0001706978,0.1955718,0.001952619,0.0001483194,0.003779497,0.008051654,0.0006791565,0.04688552,0.002443743,0.02054147,0.7191342],"study_design_scores_gemma":[0.00006275113,0.0001911938,0.7930052,0.00085841,0.0001203883,0.00627843,0.003482975,0.0002835809,0.0007411119,0.0003971016,0.1945387,0.00004009512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7382309,0.0363441,0.004112903,0.001296689,0.001063648,0.0008747066,0.003762911,0.0003834642,0.2139306],"genre_scores_gemma":[0.9543051,0.009726079,0.005068257,0.0005041434,0.0002274727,0.0003846131,0.002947513,0.00003579558,0.026801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03328343,"threshold_uncertainty_score":0.06617939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248005365191205,"score_gpt":0.2166768621103553,"score_spread":0.1918763255912348,"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."}}