{"id":"W2900155409","doi":"10.1139/gen-2018-0062","title":"DNA barcoding reveals insect diversity in the mangrove ecosystems of Hainan Island, China","year":2018,"lang":"en","type":"article","venue":"Genome","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mangrove; DNA barcoding; Biology; Ecology; Threatened species; Biodiversity; Cytochrome c oxidase subunit I; Taxon; Species diversity; Mitochondrial DNA; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001325672,0.0001920795,0.0001465652,0.001254827,0.0005027283,0.0002480529,0.0001817517,0.000166338,0.0004226465],"category_scores_gemma":[0.0002561409,0.0001333813,0.0001466532,0.001132911,0.0003487339,0.000197594,0.0002904889,0.0001419898,0.00006376392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004527099,"about_ca_system_score_gemma":0.0004211449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03949899,"about_ca_topic_score_gemma":0.08349642,"domain_scores_codex":[0.9998732,0.00001034365,0.00001062211,0.00004630141,0.00002605943,0.00003350497],"domain_scores_gemma":[0.9997332,0.00002808025,0.0001072792,0.00001566731,0.00006254499,0.00005329652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003762098,0.00002182649,0.9602055,0.00004658632,0.00003541762,0.0001057411,0.001280332,0.0001388179,0.02615517,0.00006546963,0.0001425877,0.01176487],"study_design_scores_gemma":[6.773183e-7,0.000005051323,0.9993609,0.000002138147,0.000004055908,0.00002000962,0.0001590379,0.000134792,0.0001998915,0.000008594295,0.0001033342,0.000001573076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994767,0.00006115431,0.0000863974,0.00001239345,0.000001157707,0.000003556326,0.0002039617,0.000002151564,0.0001525407],"genre_scores_gemma":[0.9990135,0.00004146737,0.0002417028,0.00001441121,0.000001945529,0.000008878111,0.0004634237,0.000001059776,0.0002135401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03949899,"threshold_uncertainty_score":0.07853818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405794431826408,"score_gpt":0.2000685684859288,"score_spread":0.1860106241676647,"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."}}