{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007241285,0.000610515,0.0003261801,0.001274648,0.001243081,0.0002638758,0.0003637541,0.0003215435,0.001113418],"category_scores_gemma":[0.0001695808,0.0002273232,0.0001587271,0.0004384751,0.0005675894,0.0004140107,0.0006713831,0.0002443917,0.0002761073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000403051,"about_ca_system_score_gemma":0.0003203752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347651,"about_ca_topic_score_gemma":0.05065832,"domain_scores_codex":[0.999931,0.000005088126,0.000007704391,0.00002537284,0.00001339852,0.000017477],"domain_scores_gemma":[0.999866,0.00001229912,0.00006415664,0.00000865672,0.00001638929,0.00003248833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001051918,0.0001755821,0.5911027,0.0008402771,0.00009152024,0.01061922,0.01386782,0.0005548948,0.2167525,0.000728851,0.001273154,0.1629415],"study_design_scores_gemma":[0.00002029882,0.000289036,0.9813048,0.00007116832,0.00005072467,0.006137943,0.002460979,0.0001750339,0.000940412,0.00009254071,0.008433678,0.00002347135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961137,0.0007056961,0.0002495213,0.00003796193,0.00001652304,0.00002935332,0.0001256446,0.0000172282,0.002704463],"genre_scores_gemma":[0.9955842,0.0006486819,0.001112955,0.0000653892,0.00001204214,0.00004163166,0.0003951973,0.000004664293,0.002135364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01347651,"threshold_uncertainty_score":0.02679616,"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."}}