{"id":"W2026735129","doi":"10.11646/zootaxa.3693.2.2","title":"Krobia petitella, a new species of cichlid fish from the Berbice River in Guyana (Teleostei: Cichlidae)","year":2013,"lang":"en","type":"article","venue":"Zootaxa","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology; Cichlid; Teleostei; Genus; Drainage basin; Fish <Actinopterygii>; Ecology; Fishery; Cartography","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":[0.00007409214,0.0004637608,0.0003163516,0.001242816,0.001341062,0.0004250086,0.000354033,0.0005801227,0.001423102],"category_scores_gemma":[0.0001969162,0.0002594139,0.0001707821,0.0006566153,0.0006896139,0.0003911831,0.0008410809,0.0003394916,0.0003432246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005992185,"about_ca_system_score_gemma":0.0003801831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02290223,"about_ca_topic_score_gemma":0.088111,"domain_scores_codex":[0.9999182,0.000005740948,0.000007653587,0.00003904917,0.00001486919,0.00001447129],"domain_scores_gemma":[0.9998296,0.00002252552,0.00006867966,0.00002013252,0.00002490824,0.00003405605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000749342,0.0001100581,0.6692376,0.0009339864,0.0001184554,0.008795848,0.01901655,0.000473608,0.2075781,0.0004108337,0.001150097,0.09142562],"study_design_scores_gemma":[0.00001401715,0.0001735017,0.9832029,0.00005185158,0.00003349949,0.006406868,0.002492698,0.0001254519,0.0005803738,0.00004805687,0.006851243,0.00001956409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99629,0.0006504607,0.0002001916,0.00005212298,0.000009304255,0.00002659098,0.0001303513,0.00002316727,0.002617898],"genre_scores_gemma":[0.9965302,0.0003740316,0.0009157992,0.00007905131,0.000007237561,0.0000337858,0.0003177585,0.000003898437,0.001738179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290223,"threshold_uncertainty_score":0.04553783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536606248638976,"score_gpt":0.2134948885824224,"score_spread":0.1981288260960327,"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."}}