{"id":"W6930978107","doi":"10.5281/zenodo.16095480","title":"Mauremys pygolopha","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Tyrrell Museum","funders":"","keywords":"Limiting; Field (mathematics); Process (computing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001005456,0.0003711835,0.0002510403,0.001039563,0.0007602376,0.0002655547,0.0002715743,0.0006709667,0.01036308],"category_scores_gemma":[0.0003743926,0.0002215152,0.0001876345,0.0004072026,0.0007061088,0.0009302048,0.001167116,0.0004469259,0.002518302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365945,"about_ca_system_score_gemma":0.0001822837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002430675,"about_ca_topic_score_gemma":0.004401442,"domain_scores_codex":[0.9998527,0.00001226038,0.000009268467,0.00006309889,0.00003849143,0.00002410973],"domain_scores_gemma":[0.99992,0.00001175373,0.00003460478,0.00001218142,0.000007283968,0.00001426319],"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":[0.001043326,0.0001322447,0.07023804,0.001759043,0.000258017,0.006119238,0.00575527,0.001857481,0.3975437,0.02043368,0.01887476,0.4759852],"study_design_scores_gemma":[0.00007151152,0.0006901245,0.6956041,0.0002600057,0.0001172665,0.0194269,0.0008634171,0.0007477619,0.008007033,0.002880498,0.2712768,0.00005465354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8698469,0.006520906,0.005764099,0.0008541486,0.0002635274,0.0001662201,0.002201469,0.001036261,0.1133465],"genre_scores_gemma":[0.982749,0.001097916,0.001784552,0.0002684334,0.00007834596,0.00004873253,0.0008178397,0.00003365324,0.01312142],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01036308,"threshold_uncertainty_score":0.03466791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018790173787304,"score_gpt":0.2377066953486758,"score_spread":0.2175187936108027,"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."}}