{"id":"W4413609302","doi":"10.64628/aam.36jy4krt7","title":"Quieter ships could help Canada’s endangered orcas recover","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Endangered species; Fishery; Business; Geography; Ecology; 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":[0.001441721,0.0007187393,0.0002126403,0.001642447,0.00436526,0.004001462,0.0008368316,0.002129011,0.04352803],"category_scores_gemma":[0.00322434,0.0002049877,0.0005725648,0.001662484,0.001957687,0.00166535,0.002130853,0.002119304,0.003785733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01358032,"about_ca_system_score_gemma":0.04035546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9325641,"about_ca_topic_score_gemma":0.9759632,"domain_scores_codex":[0.999068,0.00006935033,0.00001330072,0.00009376194,0.0004291816,0.0003263911],"domain_scores_gemma":[0.9978695,0.0001771719,0.00007477417,0.0001331665,0.001301687,0.0004435442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001701211,0.00006694359,0.0114433,0.0003317393,0.0001053046,0.0001977031,0.001275011,0.0008852846,0.002157523,0.04426789,0.7579615,0.1811377],"study_design_scores_gemma":[0.0000191022,0.00002835932,0.01864679,0.000277819,0.00007016115,0.00005090692,0.003085993,0.0002418187,0.0007909105,0.006764771,0.9699977,0.00002564748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0443533,0.01778662,0.008415401,0.1975892,0.009476246,0.0002215328,0.01280478,0.001395553,0.7079576],"genre_scores_gemma":[0.2178554,0.02067663,0.01537422,0.02923982,0.00114779,0.0001225171,0.008640788,0.0006459948,0.7062968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06743592,"threshold_uncertainty_score":0.1456158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032227779293698,"score_gpt":0.2367179326651802,"score_spread":0.2063956548722432,"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."}}