{"id":"W6893457571","doi":"10.5281/zenodo.16100909","title":"Diplocynodon ungeri Martin & Gross 2011","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001089644,0.0002660567,0.0002242867,0.0002097071,0.001932225,0.0005169327,0.001334782,0.0003968653,0.01681743],"category_scores_gemma":[0.0006054575,0.0003017192,0.0001499848,0.0004318074,0.0007437896,0.00001980204,0.002517334,0.0004741946,0.01096385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001230568,"about_ca_system_score_gemma":0.00002237716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003648413,"about_ca_topic_score_gemma":0.000001257146,"domain_scores_codex":[0.9968662,0.0009087714,0.0003613591,0.0008031173,0.0002559392,0.0008046404],"domain_scores_gemma":[0.9981688,0.00001966348,0.00009740174,0.0008430338,0.0006312699,0.000239801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002731161,0.0003852101,0.00008853003,0.0002249077,0.0002628313,0.00006289806,0.0001647206,0.00001459887,0.1492839,0.007201261,0.661094,0.1809441],"study_design_scores_gemma":[0.0007728075,0.0003885989,0.0005931937,0.00006779288,0.00003753644,0.0002038735,0.0001795497,0.0001391193,0.0253481,0.0002589494,0.9717388,0.000271649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2335989,0.05074648,0.01514359,0.01860975,0.002534966,0.001965657,0.001063187,0.0006510195,0.6756865],"genre_scores_gemma":[0.8021097,0.005944119,0.0002990225,0.000783401,0.0009028504,2.865706e-7,0.008098184,0.001809498,0.1800529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5685108,"threshold_uncertainty_score":0.9999435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894107579447793,"score_gpt":0.2578872523401091,"score_spread":0.2389461765456311,"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."}}