{"id":"W2999269024","doi":"10.20302/nc.2019.28.26","title":"Caddisfly fauna characteristics (Insecta, Trichoptera) of four Adriatic islands with a note on DNA barcoding","year":2019,"lang":"en","type":"article","venue":"Natura Croatica","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hrvatska Zaklada za Znanost; McMaster University; Sveučilište u Zagrebu","keywords":"Fauna; Caddisfly; Biology; Ecology; Zoology; DNA barcoding; Larva","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001400824,0.0001642063,0.0001225149,0.001507092,0.0003188942,0.0002843428,0.0001243753,0.00008177509,0.001312883],"category_scores_gemma":[0.0002385595,0.00008346539,0.0001035028,0.0006045002,0.0002536691,0.000120586,0.0002497647,0.0000845636,0.000172898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004486874,"about_ca_system_score_gemma":0.0003159772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03321227,"about_ca_topic_score_gemma":0.09799335,"domain_scores_codex":[0.9999205,0.000008877794,0.00001246639,0.00002456676,0.00001650747,0.00001710078],"domain_scores_gemma":[0.999848,0.00001892541,0.00004555044,0.0000108257,0.00005257083,0.00002409897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009735724,0.00004120565,0.969067,0.00009003188,0.00003542717,0.0004106691,0.001401167,0.0001120502,0.0042745,0.00006047078,0.000309965,0.02410024],"study_design_scores_gemma":[0.000002231986,0.00002473992,0.9983785,0.000007395796,0.000007370286,0.0002266147,0.0005385013,0.00004797115,0.0001660401,0.000004890697,0.0005933363,0.000002313879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985453,0.0001331372,0.00003291982,0.0000107764,0.000001280098,0.000005967417,0.0002446078,0.000002653081,0.001023434],"genre_scores_gemma":[0.9984419,0.0001138296,0.0002210377,0.000008390311,0.000001560394,0.000006289779,0.0004535982,0.000001026253,0.0007524938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03321227,"threshold_uncertainty_score":0.06603789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007572335172476768,"score_gpt":0.1978006215867218,"score_spread":0.1902282864142451,"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."}}