{"id":"W4283376831","doi":"10.3389/fmars.2022.863070","title":"Risk Assessment of Whale Entanglement and Vessel Strike Injuries From Case Narratives and Classification Trees","year":2022,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Navy; Southwest Fisheries Science Center; Fisheries and Oceans Canada; Canadian Wildlife Health Cooperative; Oregon State University","keywords":"Right whale; Whale; Humpback whale; Demography; Medicine; Fishery; Geography; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01724936,0.001078192,0.0007171199,0.005445955,0.00074662,0.001700434,0.001495921,0.00120261,0.003378214],"category_scores_gemma":[0.04382288,0.0003841732,0.002142131,0.002199546,0.0007638398,0.001350607,0.001706101,0.001631613,0.0007582664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250912,"about_ca_system_score_gemma":0.001036483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009205951,"about_ca_topic_score_gemma":0.008235152,"domain_scores_codex":[0.9954526,0.002104588,0.0005710512,0.0009311679,0.0005795057,0.0003612039],"domain_scores_gemma":[0.9475847,0.04307408,0.004769173,0.001649449,0.002326048,0.000596481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001101757,0.0004151879,0.7647288,0.0006182272,0.0008082734,0.001289039,0.002936425,0.1242791,0.00115375,0.003729415,0.005166174,0.0937738],"study_design_scores_gemma":[0.0000532263,0.0002970577,0.1293574,0.0003885689,0.0004447913,0.001075436,0.001879899,0.8509817,0.001267518,0.01052907,0.003623657,0.0001016783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918142,0.0005483699,0.06880189,0.0005461797,0.0000777683,0.001081077,0.008081279,0.0003743409,0.002347038],"genre_scores_gemma":[0.9518908,0.0002354193,0.03796366,0.00005628111,0.00004138727,0.0006036804,0.008269641,0.00004193656,0.0008971958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01724936,"threshold_uncertainty_score":0.09122443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221924268818518,"score_gpt":0.259796908885723,"score_spread":0.2475776661975378,"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."}}