{"id":"W6968948809","doi":"10.5281/zenodo.5826881","title":"Melanophilharmostes tuber Grebennikov 2022, new species","year":2022,"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":"Holotype; Paratype; Dorsum; Head (geology); Genus; Wing","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":[0.0001261193,0.0008537731,0.0004813736,0.002474738,0.001606373,0.0006660215,0.0005234615,0.0005627756,0.01374682],"category_scores_gemma":[0.0002368246,0.0002742305,0.0002625175,0.001357574,0.0008090938,0.001001449,0.0009716618,0.0008390017,0.002560451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003528479,"about_ca_system_score_gemma":0.0004167399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003975103,"about_ca_topic_score_gemma":0.007556061,"domain_scores_codex":[0.9998785,0.00001331764,0.00001439733,0.00004593888,0.00002672958,0.00002112406],"domain_scores_gemma":[0.9999175,0.00001384763,0.00003573986,0.000006519875,0.00001071668,0.0000156203],"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":[0.001625563,0.0002820324,0.038302,0.003654885,0.0002534384,0.009573906,0.005783177,0.001519977,0.04322648,0.01161196,0.04097963,0.843187],"study_design_scores_gemma":[0.0002887663,0.000620055,0.2959692,0.002423681,0.0003931047,0.03915351,0.00390065,0.001360624,0.003140987,0.00518131,0.6474465,0.0001215804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.506128,0.06821428,0.01284542,0.001603204,0.001744288,0.001111211,0.009548662,0.001771561,0.3970334],"genre_scores_gemma":[0.9568011,0.01181556,0.006613265,0.0005640758,0.0004832157,0.0002787955,0.003998665,0.0001019079,0.01934347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374682,"threshold_uncertainty_score":0.04598773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06185432276378899,"score_gpt":0.1903963241350846,"score_spread":0.1285420013712956,"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."}}