{"id":"W3080822243","doi":"10.1139/cjes-2019-0183","title":"High-resolution (centimetre-scale) GPS/GIS-based 3D mapping and spatial analysis of in situ fossils in two horned-dinosaur bonebeds in the Dinosaur Park Formation (Upper Cretaceous) at Dinosaur Provincial Park, Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Lethbridge; Royal Tyrrell Museum","funders":"","keywords":"Geology; Taphonomy; Georeference; Paleontology; Scale (ratio); Orientation (vector space); Photogrammetry; Field (mathematics); Vertebrate; Cartography; Geography; Remote sensing; Physical geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001953555,0.0002972721,0.0002611672,0.00227493,0.001244753,0.000856853,0.0007200831,0.0002702498,0.000757599],"category_scores_gemma":[0.0004662183,0.0002477022,0.0002223738,0.003464357,0.0007965432,0.0001659821,0.0006903944,0.00026413,0.0002248439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004438967,"about_ca_system_score_gemma":0.004638998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.930719,"about_ca_topic_score_gemma":0.9862697,"domain_scores_codex":[0.9997271,0.00001336364,0.0000102682,0.00005637038,0.0001208059,0.00007210795],"domain_scores_gemma":[0.9996568,0.00002112324,0.0000358446,0.00001939213,0.0001862354,0.00008055687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001321442,0.0001001047,0.9496587,0.00006833587,0.00006509868,0.0006887141,0.004166252,0.002356585,0.01312399,0.0001924243,0.0008273133,0.02862033],"study_design_scores_gemma":[0.000003524359,0.000008802713,0.9953853,0.000008227903,0.000009321267,0.00006613271,0.002142394,0.001371551,0.0003243688,0.00002017199,0.0006538484,0.000006302623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976393,0.0001044287,0.0004477573,0.00003021913,0.000003072151,0.0000370296,0.000807944,0.00001851525,0.0009116694],"genre_scores_gemma":[0.9946175,0.00009953992,0.002744162,0.00001469965,0.000002504033,0.00001645302,0.001373827,0.000007973532,0.001123352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06928104,"threshold_uncertainty_score":0.1393781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818029023201001,"score_gpt":0.2082588245324287,"score_spread":0.1900785343004187,"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."}}