{"id":"W7105929100","doi":"10.5281/zenodo.17633819","title":"Platystasius transversus","year":2021,"lang":"","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":"Malaise; GenBank; German; Czech; Conodont","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":[0.0001561852,0.0005701613,0.0002618428,0.001445535,0.0009904192,0.0004234472,0.0003018832,0.0003252156,0.02325884],"category_scores_gemma":[0.0002448932,0.000180021,0.0002585203,0.0008722267,0.0004320955,0.0005843215,0.0008610004,0.0005904441,0.005038491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006370865,"about_ca_system_score_gemma":0.0003599037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007102163,"about_ca_topic_score_gemma":0.01544082,"domain_scores_codex":[0.9997739,0.00001240904,0.00002359739,0.00009622242,0.00006995198,0.0000238563],"domain_scores_gemma":[0.9998493,0.00002596211,0.00006121743,0.00001530487,0.00002471067,0.00002344252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00245569,0.0004795944,0.1019511,0.003791336,0.000263757,0.006749248,0.005218624,0.003603736,0.4315772,0.01772413,0.03864116,0.3875445],"study_design_scores_gemma":[0.0001634288,0.001403932,0.6263835,0.0009068987,0.0004481407,0.009801027,0.002898939,0.001878824,0.01919002,0.005053282,0.3317927,0.00007927167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6805087,0.007829868,0.01500638,0.0009237699,0.0006627642,0.0008414005,0.02962435,0.001799161,0.2628036],"genre_scores_gemma":[0.9218472,0.001513211,0.01079821,0.0005141743,0.000123089,0.000339466,0.01221178,0.0001642378,0.05248876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325884,"threshold_uncertainty_score":0.07780856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08435072107730589,"score_gpt":0.2087031130311934,"score_spread":0.1243523919538875,"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."}}