{"id":"W4389556632","doi":"10.7554/elife.86873.3.sa0","title":"eLife assessment: OpenApePose, a database of annotated ape photographs for pose estimation","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Primate Behavior and Ecology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Estimation; Database; Geography; Artificial intelligence; Cartography; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001418477,0.002931702,0.001721797,0.005360176,0.001292624,0.002054471,0.003972626,0.00236293,0.03141051],"category_scores_gemma":[0.007305914,0.0008732274,0.001466981,0.003256812,0.000769227,0.002250264,0.004270412,0.001933226,0.03894939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009357121,"about_ca_system_score_gemma":0.001485364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436558,"about_ca_topic_score_gemma":0.03495143,"domain_scores_codex":[0.9979098,0.0001965718,0.0001232817,0.0008255776,0.0007667495,0.0001780232],"domain_scores_gemma":[0.9977307,0.0003740781,0.0001762457,0.0007251389,0.0007870731,0.0002068645],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004472055,0.0001470396,0.005381277,0.001773388,0.0002946158,0.0008072535,0.0002203444,0.002675362,0.006910685,0.001223889,0.7855588,0.1945602],"study_design_scores_gemma":[0.0002016964,0.0001847184,0.02593141,0.000954979,0.0001764543,0.002412574,0.0007909129,0.02786741,0.01360229,0.004079147,0.9236254,0.0001730104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.02651617,0.00720971,0.05557308,0.00121258,0.001664424,0.001055,0.8101197,0.06725429,0.02939508],"genre_scores_gemma":[0.02789561,0.001250523,0.05125785,0.0003186163,0.0001346414,0.0006973139,0.9080905,0.002264552,0.008090372],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9985815,"threshold_uncertainty_score":0.1050786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09969404635297552,"score_gpt":0.4595416226851782,"score_spread":0.3598475763322027,"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."}}