{"id":"W1597513762","doi":"10.1111/j.1755-0998.2010.02894.x","title":"DNA barcoding Indian marine fishes","year":2010,"lang":"en","type":"article","venue":"Molecular Ecology Resources","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":291,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"DNA barcoding; Biology; Phylogenetic tree; Barcode; Marine fish; Zoology; Evolutionary biology; Mitochondrial DNA; Fish <Actinopterygii>; Fishery; Gene; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002397046,0.0001423665,0.0001219961,0.00009826922,0.0001758601,0.00006037082,0.0003472976,0.0002590204,0.0004688981],"category_scores_gemma":[0.0001983918,0.0001499449,0.00009048859,0.0001124257,0.0001931945,0.000003594539,0.0001721517,0.0001951767,0.0001544759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004947611,"about_ca_system_score_gemma":0.00003373051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000829837,"about_ca_topic_score_gemma":0.0002570477,"domain_scores_codex":[0.9989372,0.00006356683,0.0002279992,0.0004080423,0.0001041386,0.0002590451],"domain_scores_gemma":[0.9991546,0.00001325491,0.0001046887,0.0005408961,0.00008546289,0.0001011255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001196318,0.00005137587,0.03085736,0.000007656843,0.00003936169,0.000009076354,0.00008240728,0.000005171997,0.9651006,0.0009563768,0.001987518,0.0008911455],"study_design_scores_gemma":[0.0003009446,0.0000650529,0.07878692,0.000001658792,0.00001466358,0.00005658764,0.00008410206,0.00001622116,0.6656618,0.0001447335,0.2546583,0.0002090154],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910398,0.00003189873,0.0001051342,0.001066704,0.0004276073,0.0001476437,0.00000637614,0.00003604479,0.007138753],"genre_scores_gemma":[0.995571,0.0000123198,0.0005446587,0.0008612414,0.000158585,0.00004842302,0.0001766702,0.00002730524,0.002599838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2994387,"threshold_uncertainty_score":0.6114575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007038729820226087,"score_gpt":0.2336883486537156,"score_spread":0.2266496188334896,"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."}}