{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003061965,0.00008292404,0.00006957741,0.0001660096,0.001247254,0.0009011244,0.0004889568,0.00004054174,0.1317962],"category_scores_gemma":[0.00007283758,0.00008023885,0.00004256205,0.0003996609,0.0001028429,0.000282121,0.0001178816,0.0001722452,0.06755566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001651198,"about_ca_system_score_gemma":0.000002710288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008762937,"about_ca_topic_score_gemma":0.000002186089,"domain_scores_codex":[0.9990553,0.0001025651,0.00009970685,0.0002773544,0.0002107806,0.0002543368],"domain_scores_gemma":[0.9995681,0.00002639698,0.00001815926,0.0001768531,0.00007276674,0.0001377188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004469012,0.00002151259,0.0002286048,0.00006770292,0.00004914289,0.0001174231,0.001015169,0.00008495827,0.00007964056,0.0008392711,0.252352,0.7450999],"study_design_scores_gemma":[0.0001123125,0.0000974964,0.005213477,0.00001458516,0.00000829674,0.00008864115,0.0001491483,0.001290195,0.00003929036,0.0001323434,0.9927484,0.0001058317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09162162,0.001068876,0.001165095,0.0009917365,0.0006045518,0.0003142178,0.0009472141,0.001822138,0.9014645],"genre_scores_gemma":[0.9967123,0.00005895678,0.0001637181,0.0001384379,0.0001569879,1.602067e-9,0.001609356,0.0001049992,0.001055272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9050906,"threshold_uncertainty_score":0.9592996,"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."}}