{"id":"W2046611484","doi":"10.12789/geocanj.2013.40.008","title":"Great Canadian Lagerstätten 4. The Devonian Miguasha Biota (Québec): UNESCO World Heritage Site and a Time Capsule in the Early History of Vertebrates","year":2013,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; Université du Québec à Rimouski","keywords":"Taphonomy; Devonian; Lagerstätte; Biota; Geology; Malacostraca; Geography; Paleontology; Biology; Ecology; Crustacean; Decapoda","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003122225,0.0001042732,0.0001087124,0.00004369032,0.000177465,0.00001177394,0.0004920935,0.00004029881,0.003078401],"category_scores_gemma":[0.0000454759,0.00006360379,0.00001512765,0.0002779347,0.0009310156,0.0001297992,0.0001012125,0.0001463213,0.0001232247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007383613,"about_ca_system_score_gemma":0.0008464874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997911,"about_ca_topic_score_gemma":0.99996,"domain_scores_codex":[0.998982,0.0001160838,0.0001361002,0.0002300697,0.0001414907,0.000394241],"domain_scores_gemma":[0.9994989,0.00007447386,0.00004330388,0.0002547045,0.000007750501,0.0001208688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004093736,0.00001433173,0.7944174,0.000004786992,0.000005582051,0.0000430713,0.003534555,0.00001606896,0.008897307,0.00008171125,0.1914623,0.001518824],"study_design_scores_gemma":[0.00006960679,0.0000309253,0.8866867,0.000002870152,0.000003738507,0.00001185077,0.0001764998,0.0003001793,0.00002750897,0.00003797753,0.1125539,0.00009831538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828466,0.000202497,3.672089e-7,0.004656821,0.0001641661,0.0001920776,0.00001161526,0.000003649738,0.0119222],"genre_scores_gemma":[0.9790156,0.000004032632,0.00001892089,0.003112125,0.000009854662,0.00001804101,0.000002102028,0.000003871273,0.01781543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09226926,"threshold_uncertainty_score":0.9978329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003723538163586945,"score_gpt":0.1460012725104159,"score_spread":0.1422777343468289,"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."}}