{"id":"W3007758953","doi":"10.1126/science.abb5115","title":"Canada’s ‘dynamic’ plan to protect endangered right whales rests on robots","year":2020,"lang":"en","type":"article","venue":"Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Endangered species; Plan (archaeology); Fishery; Geography; Computer science; Biology; Ecology; Archaeology; Habitat","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":[0.002228308,0.001097085,0.0003266185,0.002799068,0.003417768,0.002965656,0.00164104,0.002972283,0.01816628],"category_scores_gemma":[0.002676348,0.0004129353,0.0006530496,0.002314426,0.002421902,0.001517856,0.002446307,0.002803616,0.003404914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01823222,"about_ca_system_score_gemma":0.1272698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9512759,"about_ca_topic_score_gemma":0.9733875,"domain_scores_codex":[0.9973583,0.0001228717,0.00003496008,0.0001594725,0.001703901,0.0006205486],"domain_scores_gemma":[0.9957042,0.0002324404,0.0001021426,0.000138322,0.002991882,0.0008309115],"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":[0.00007356756,0.00006358586,0.004259666,0.0005879537,0.00004268432,0.0001687563,0.0005500597,0.001111363,0.001958587,0.04801335,0.7698148,0.1733556],"study_design_scores_gemma":[0.000005358748,0.0000244779,0.003654858,0.0002047347,0.00001172476,0.00003454608,0.0002565217,0.00009282238,0.0003041881,0.001342817,0.9940552,0.00001265089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01057072,0.02684162,0.0171904,0.1215021,0.009085665,0.0004929124,0.009031089,0.001539025,0.8037464],"genre_scores_gemma":[0.1216048,0.06221602,0.04281154,0.07165868,0.001133748,0.0006129025,0.01429553,0.0005411402,0.6851257],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04872406,"threshold_uncertainty_score":0.1322847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105901827383618,"score_gpt":0.2331157603711095,"score_spread":0.2120567420972733,"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."}}