{"id":"W4391326401","doi":"10.1016/j.fsiae.2024.100083","title":"Oil Identification of harp seal and other select marine mammals","year":2024,"lang":"en","type":"article","venue":"Forensic Science International Animals and Environments","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HARP; Seal (emblem); Identification (biology); Fur seal; Marine mammal; Fishery; Oceanography; Biology; Petroleum engineering; Marine engineering; Geology; Engineering; Geography; Ecology; Archaeology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002452238,0.0002848295,0.0002156671,0.001578522,0.0003665661,0.0003280209,0.000110174,0.0002220506,0.0005664558],"category_scores_gemma":[0.0004304662,0.0001177198,0.000183126,0.0003924915,0.0003256667,0.0002559173,0.0003533517,0.0001540593,0.0002575218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029041,"about_ca_system_score_gemma":0.0001292578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409665,"about_ca_topic_score_gemma":0.002725493,"domain_scores_codex":[0.999824,0.0000196467,0.0000138529,0.00007343721,0.0000404864,0.00002857937],"domain_scores_gemma":[0.9997768,0.00002559766,0.00009515837,0.00001057552,0.00004822787,0.00004366443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004631026,0.00006064188,0.6736174,0.00008045905,0.00006352978,0.001444461,0.0009187893,0.00006784733,0.3080885,0.00009405144,0.0001486953,0.01495251],"study_design_scores_gemma":[0.000004838029,0.0006182413,0.9715118,0.0000177,0.00004766551,0.002889512,0.0009775452,0.0003045771,0.02217729,0.00005432583,0.001387795,0.000008669225],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990086,0.0002140612,0.0002014049,0.00001166529,0.00000422509,0.000008099862,0.0001262814,0.000005156861,0.0004205373],"genre_scores_gemma":[0.9961527,0.0003981806,0.002117098,0.00004992002,0.00001441381,0.00001717569,0.0003938192,0.000007114338,0.0008496603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001578522,"threshold_uncertainty_score":0.002802908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044238038484353,"score_gpt":0.261113620906967,"score_spread":0.2506712405221235,"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."}}