{"id":"W6949643212","doi":"10.5281/zenodo.16033062","title":"Holocentropus varangensis , Mey 1987","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Mitochondrial DNA; DNA barcoding; Barcode; Animal ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002812112,0.0001518606,0.0001246041,0.0002073818,0.0006259185,0.0008298066,0.0005413035,0.00007559595,0.007551544],"category_scores_gemma":[0.00008247427,0.0001639011,0.00005803752,0.0006272265,0.00007561038,0.0002266542,0.0003395666,0.0003256277,0.01695167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727652,"about_ca_system_score_gemma":0.000001575273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004125919,"about_ca_topic_score_gemma":1.64852e-7,"domain_scores_codex":[0.9987682,0.000091772,0.0001850067,0.0003005381,0.0002558775,0.000398682],"domain_scores_gemma":[0.9993319,0.00002177439,0.00001397019,0.0003473248,0.0001339137,0.0001511543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001321462,0.00002645987,0.000001196181,0.0001780789,0.0001178714,0.0001078746,0.0007650289,0.005748896,0.004425198,0.004303301,0.7499304,0.2343825],"study_design_scores_gemma":[0.0001368486,0.00004021349,0.000128246,0.00005487842,0.00001755575,0.0001182934,0.00005027614,0.04383904,0.0005754427,0.0001167789,0.9547408,0.0001816678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.106724,0.008102954,0.07553935,0.002261364,0.002849965,0.001313578,0.0006898579,0.0338855,0.7686334],"genre_scores_gemma":[0.9952475,0.0003603016,0.0002022574,0.00004765854,0.0003929862,3.598356e-8,0.0006096358,0.002366914,0.0007727123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8885235,"threshold_uncertainty_score":0.9933557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804585039797952,"score_gpt":0.2107055761029604,"score_spread":0.1926597257049809,"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."}}