{"id":"W4386259390","doi":"10.4314/dujopas.v9i2a.17","title":"Morphological and Molecular identification of firefly (&lt;i&gt;Abscondita&lt;/i&gt; sp.) from Nsukka Nigeria","year":2023,"lang":"en","type":"article","venue":"Dutse Journal of Pure and Applied Sciences","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Environmental Biology","keywords":"Lampyridae; Firefly protocol; DNA barcoding; Biology; GenBank; Zoology; Phylogenetic tree; Ecology; Evolutionary biology; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001454022,0.000364585,0.0002207778,0.001565735,0.0009227989,0.0004179251,0.0002032647,0.000441189,0.0009856129],"category_scores_gemma":[0.000321246,0.0002257136,0.0002217107,0.0006874324,0.0005094359,0.0003804372,0.0003692206,0.0003508324,0.0004948692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436161,"about_ca_system_score_gemma":0.0002446143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006736855,"about_ca_topic_score_gemma":0.02097256,"domain_scores_codex":[0.9998412,0.00001561837,0.00002564833,0.00004877243,0.00004007376,0.00002874395],"domain_scores_gemma":[0.999803,0.00003117152,0.00008206713,0.00001135941,0.00004223946,0.00003011377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004185165,0.0002003216,0.4172027,0.0008712249,0.00004024745,0.0110994,0.01305978,0.0002053972,0.4984523,0.0004504177,0.001123021,0.05687676],"study_design_scores_gemma":[0.000007274552,0.0002127461,0.963509,0.0002093727,0.00004125754,0.008255512,0.008109123,0.000189763,0.00990718,0.0001174475,0.009413168,0.00002806656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920183,0.001227246,0.0007586337,0.0001254673,0.00004868007,0.0001081603,0.0009486512,0.00001563022,0.004749192],"genre_scores_gemma":[0.9894247,0.001273953,0.005270609,0.000139802,0.00002114904,0.00007575654,0.001142955,0.00001178652,0.002639278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006736855,"threshold_uncertainty_score":0.01339525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524808714841748,"score_gpt":0.2761269239975787,"score_spread":0.2608788368491612,"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."}}