{"id":"W6930824927","doi":"10.5281/zenodo.15219760","title":"Mischoserphus obesus Townes 1981","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ectotherm; Natural (archaeology); Accession; Set (abstract data type)","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":[0.0001337503,0.0003633401,0.0002301962,0.00170786,0.001277861,0.0002684439,0.0004317737,0.0003358289,0.005473976],"category_scores_gemma":[0.0002667801,0.0002522581,0.0001595481,0.00117669,0.0005274349,0.000387027,0.00054815,0.0004027855,0.002341373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005096357,"about_ca_system_score_gemma":0.0002863781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02193607,"about_ca_topic_score_gemma":0.08117446,"domain_scores_codex":[0.9997953,0.000006852882,0.00001206284,0.0001001868,0.00006204105,0.00002363012],"domain_scores_gemma":[0.9998053,0.00002811883,0.00006692508,0.00002147049,0.00004766399,0.00003052597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003319273,0.000356355,0.4245717,0.0008514381,0.0002589155,0.01842937,0.008109676,0.0007822831,0.2261105,0.002883085,0.0189344,0.2953931],"study_design_scores_gemma":[0.00002885634,0.000272889,0.9144868,0.00009563907,0.00007449415,0.003868334,0.002483286,0.00009230541,0.004807709,0.00022944,0.07353961,0.00002070388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148185,0.002044915,0.001236932,0.0001708995,0.0002021207,0.0001928062,0.005906354,0.00008985506,0.07533765],"genre_scores_gemma":[0.9580317,0.001482038,0.003063584,0.0001322825,0.0001083318,0.0001459267,0.006060371,0.00002465756,0.03095099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02193607,"threshold_uncertainty_score":0.04361677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05653796691677627,"score_gpt":0.3417931258255625,"score_spread":0.2852551589087863,"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."}}