{"id":"W6948777212","doi":"10.5281/zenodo.11281436","title":"Cyrtomenus ciliatus","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"New guinea; Genus; Indian ocean; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001106708,0.000308754,0.0002460946,0.001184163,0.002021031,0.000254923,0.0003979245,0.0003846152,0.01002105],"category_scores_gemma":[0.0002514765,0.000135686,0.000196676,0.0005981486,0.0007835859,0.0004621379,0.001141007,0.0005441987,0.002172506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235356,"about_ca_system_score_gemma":0.001006193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03856945,"about_ca_topic_score_gemma":0.06943995,"domain_scores_codex":[0.9998548,0.000008704514,0.000004775615,0.00005592551,0.00004874399,0.00002701981],"domain_scores_gemma":[0.9999274,0.00000839561,0.00002362757,0.00000963015,0.00002045324,0.00001044143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006704518,0.00009709624,0.1161551,0.0009227236,0.0000688721,0.003543613,0.005056289,0.001437512,0.09868629,0.02312306,0.04205243,0.7081866],"study_design_scores_gemma":[0.00004189902,0.0001707635,0.612634,0.0003143119,0.00005029095,0.003656396,0.001104627,0.0006478776,0.004688321,0.001815516,0.3748478,0.00002834126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5331001,0.008483525,0.006193116,0.0008755948,0.0005398016,0.0002530537,0.002727713,0.0006887159,0.4471383],"genre_scores_gemma":[0.9474533,0.00143445,0.003014469,0.0004392768,0.0001035807,0.00009239082,0.001819327,0.00004579391,0.04559746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03856945,"threshold_uncertainty_score":0.0766899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05689319791545833,"score_gpt":0.206367544186304,"score_spread":0.1494743462708456,"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."}}