{"id":"W4389705526","doi":"10.1071/am23043","title":"Estimating age of wild eastern grey kangaroos through molar progression","year":2023,"lang":"en","type":"article","venue":"Australian Mammalogy","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Marsupial; Biology; Molar; Zoology; Reproduction; Carapace; National park; Animal science; Ecology; Paleontology","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":[0.0005171733,0.0002906337,0.0002418917,0.0009943021,0.0002892797,0.0003807728,0.0003259305,0.0002773402,0.001191034],"category_scores_gemma":[0.001856282,0.0002144197,0.0002117626,0.0004157111,0.0003209215,0.0004756777,0.0003197095,0.0002821207,0.0006985822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243851,"about_ca_system_score_gemma":0.0001379703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007334604,"about_ca_topic_score_gemma":0.02346722,"domain_scores_codex":[0.9997547,0.00004488854,0.00002137753,0.0001000706,0.00005897387,0.00001996089],"domain_scores_gemma":[0.9988574,0.0002787057,0.0005411535,0.00009840693,0.000152083,0.00007229169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002043096,0.00003108843,0.9146414,0.00005812001,0.00003529001,0.0001866606,0.0007737309,0.000512564,0.06462661,0.0000967825,0.0001069636,0.0187265],"study_design_scores_gemma":[0.000002213044,0.0002563631,0.9893999,0.00001339975,0.00002469308,0.0004218209,0.0002761305,0.0008516958,0.008131086,0.0001091629,0.0004992993,0.00001433862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954399,0.0002349661,0.002960386,0.00001479784,0.000005875579,0.00002139781,0.0005056625,0.00003025514,0.0007866399],"genre_scores_gemma":[0.9922079,0.0002825602,0.005583671,0.00001771495,0.000006470932,0.00002438239,0.0006183437,0.00001784371,0.001241014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007334604,"threshold_uncertainty_score":0.01458377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0313718442641996,"score_gpt":0.306233904705281,"score_spread":0.2748620604410814,"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."}}