{"id":"W3141023497","doi":"10.11646/zootaxa.4950.1.5","title":"Nothobranchius nikiforovi, a new species of seasonal killifish from the lower Matandu drainage in south-eastern coastal Tanzania (Cyprinodontiformes: Nothobranchiidae)","year":2021,"lang":"en","type":"article","venue":"Zootaxa","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Dorsal fin; Cyprinodontiformes; Biology; Fish fin; Anatomy; Iridescence; Dorsum; Perciformes; Black spot; Fishery; Ecology; Fish <Actinopterygii>","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002542115,0.0002873671,0.0004168711,0.00002753484,0.000124047,0.00006103005,0.0005479536,0.0002091085,0.01199755],"category_scores_gemma":[0.000131893,0.0002219219,0.000183706,0.0003196631,0.0005313726,0.0002017283,0.0005057583,0.0003332758,0.0007065348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008653096,"about_ca_system_score_gemma":0.00007531316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306776,"about_ca_topic_score_gemma":0.02422727,"domain_scores_codex":[0.9979,0.0001434016,0.000469466,0.0005880278,0.0003484382,0.0005506275],"domain_scores_gemma":[0.9988899,0.0001876224,0.0002071274,0.0005522948,0.00001841436,0.0001446653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001204405,0.0003326177,0.9760309,0.000008901437,0.00002309669,0.0001404262,0.001714644,0.00002349686,0.01140832,0.00008620328,0.004034638,0.006076319],"study_design_scores_gemma":[0.001128482,0.0001001536,0.9211256,0.00003982165,0.00003185282,0.00001175703,0.0008301329,0.00007677191,0.001233702,0.0001680671,0.07498884,0.000264817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831948,0.0001490901,0.0003193805,0.000886389,0.0006979096,0.0002738595,0.0003820857,0.0000344859,0.01406197],"genre_scores_gemma":[0.9900018,0.00002045958,0.0009698825,0.000916726,0.0002297358,0.00001456463,0.00006998145,0.00002841608,0.007748419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0709542,"threshold_uncertainty_score":0.993578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478879299402073,"score_gpt":0.2180937988061959,"score_spread":0.2033050058121752,"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."}}