{"id":"W4366699232","doi":"10.3354/esr01244","title":"Ship-strike forecast and mitigation for whales in Gitga’at First Nation territory","year":2023,"lang":"en","type":"article","venue":"Endangered Species Research","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Wildlife Fund Canada; University of Victoria; Fisheries and Oceans Canada","funders":"","keywords":"Whale; Humpback whale; Balaenoptera; Fishery; Baleen; Shore; Whaling; Environmental science; Capelin; Habitat; Oceanography; Minke whale; Geography; Ecology; Fish <Actinopterygii>; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002422351,0.0004450173,0.000239529,0.0004525421,0.0003772346,0.0006155496,0.000498974,0.0005635421,0.0007237479],"category_scores_gemma":[0.0008556288,0.00026177,0.0005580859,0.0003929446,0.0002133321,0.0004133421,0.0003259115,0.0004659518,0.0001606587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258695,"about_ca_system_score_gemma":0.002774031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6840717,"about_ca_topic_score_gemma":0.6463041,"domain_scores_codex":[0.9999295,0.0000109452,0.000003926622,0.0000169804,0.00001308208,0.0000254297],"domain_scores_gemma":[0.9997635,0.00003705144,0.00003621166,0.00001181593,0.00008034734,0.00007100568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001031005,0.00006586866,0.1735391,0.00002861268,0.00009559644,0.0002269944,0.00008898169,0.8194675,0.0008526088,0.0003784008,0.001701989,0.003451223],"study_design_scores_gemma":[0.00001821105,0.00007049946,0.07841306,0.00001664942,0.00004091823,0.0000304115,0.0003948202,0.9196461,0.0003999841,0.0001425332,0.0008062382,0.00002050247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965738,0.00005932759,0.0006780553,0.0002077196,0.00001211294,0.00001250485,0.001295216,0.00004760073,0.001113633],"genre_scores_gemma":[0.9963977,0.00006072157,0.0008528058,0.00002252046,0.000002675523,0.00001157032,0.002130143,0.000006183112,0.0005157923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159283,"threshold_uncertainty_score":0.6355778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1712919251494104,"score_gpt":0.3372314182113545,"score_spread":0.1659394930619442,"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."}}