{"id":"W6893952865","doi":"10.5281/zenodo.5993087","title":"Leptomantispa Hoffman 2002","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Genus; Spermatheca; Dorsum; Type species; Taxonomy (biology)","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005887501,0.00009974423,0.00008787572,0.000173187,0.002670499,0.00121839,0.002159707,0.00004674356,0.006429549],"category_scores_gemma":[0.0002460944,0.0001103915,0.00003660937,0.0007288856,0.000173637,0.0004436331,0.001473595,0.0001648132,0.02180756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005968877,"about_ca_system_score_gemma":0.000003254565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006401314,"about_ca_topic_score_gemma":1.168233e-7,"domain_scores_codex":[0.9985549,0.0001961599,0.0001926175,0.0004328635,0.0003028672,0.0003205596],"domain_scores_gemma":[0.9985261,0.00002131799,0.00008653143,0.0006880008,0.0005458287,0.0001322441],"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":[0.00001053287,0.0001227805,0.000005256929,0.00002227317,0.00002398852,0.000008823041,0.00296504,0.00001006996,0.002815354,0.2114639,0.4980476,0.2845044],"study_design_scores_gemma":[0.0001965673,0.0001485107,0.0006030066,0.00001428832,0.000002207498,0.0000924097,0.00005346053,0.01158181,0.001832886,0.0006700053,0.9846621,0.0001428117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01216322,0.00006596987,0.6968083,0.001820015,0.0004942629,0.0002638627,0.00001701535,0.002486336,0.285881],"genre_scores_gemma":[0.9902363,0.00002147672,0.007071566,0.0004754369,0.000515682,1.784578e-8,0.00008630408,0.0004861036,0.001107082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9780731,"threshold_uncertainty_score":0.9998184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341161658155123,"score_gpt":0.258235153182125,"score_spread":0.2148235366005737,"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."}}