{"id":"W6949859170","doi":"10.5281/zenodo.16100910","title":"Diplocynodon ungeri Martin & Gross 2011","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geological Formations and Processes Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Tyrrell Museum","funders":"","keywords":"Perspective (graphical); Natural (archaeology); Fragment (logic); Identification (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008868233,0.0001863703,0.0001749277,0.0002368292,0.003255746,0.001235422,0.0008340839,0.0001539649,0.1425582],"category_scores_gemma":[0.0004178304,0.0001864768,0.00006779465,0.0008224601,0.0003188042,0.0008206746,0.0003641637,0.0003492953,0.05542538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000428641,"about_ca_system_score_gemma":0.000009572114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000219006,"about_ca_topic_score_gemma":0.000009210929,"domain_scores_codex":[0.9979308,0.0004553989,0.0003879594,0.0004104213,0.0002951409,0.0005203252],"domain_scores_gemma":[0.9987862,0.00005064454,0.0001221415,0.0003477977,0.000503093,0.0001901858],"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":[0.00008650281,0.0001320868,0.0002543345,0.0002803432,0.0000487008,0.0000115295,0.0008205812,0.001104721,0.0001049796,0.01787667,0.4362617,0.5430179],"study_design_scores_gemma":[0.000304726,0.0002344064,0.007181778,0.00006797937,0.00002803414,0.00003972399,0.0003708242,0.005560162,0.0001107795,0.003342363,0.9825641,0.0001951547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05493937,0.01047453,0.02389016,0.03028316,0.002204412,0.001120623,0.001269337,0.001215053,0.8746034],"genre_scores_gemma":[0.9363551,0.002435237,0.0006940058,0.0009672819,0.0003467772,5.307716e-8,0.008653979,0.0003243001,0.05022322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8814158,"threshold_uncertainty_score":0.9998014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160985340396341,"score_gpt":0.2338945463610013,"score_spread":0.1922846929570379,"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."}}