{"id":"W4281256264","doi":"10.1111/csp2.12729","title":"Efficacy and ethics of intensive predator management to save endangered caribou","year":2022,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Wildlife Conservation Society Canada; University of Northern British Columbia","funders":"","keywords":"Woodland caribou; Ursus; Wildlife; Endangered species; Wildlife management; Population; Geography; Predator; Canis; Wildlife conservation; Ecology; Predation; Environmental ethics; Habitat; Biology; Sociology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003223102,0.0000618483,0.00007662486,0.00007125713,0.0006561989,0.00003654609,0.0001716941,0.00002740769,0.0001904261],"category_scores_gemma":[0.005977998,0.00006476505,0.000006767332,0.0007306181,0.0005154288,0.0006892561,0.0005734664,0.0001752607,0.00001328381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008812475,"about_ca_system_score_gemma":0.0000796809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002967902,"about_ca_topic_score_gemma":0.0000616144,"domain_scores_codex":[0.9987259,0.0002061966,0.0001620421,0.0002929737,0.0004795877,0.000133334],"domain_scores_gemma":[0.9983659,0.001048823,0.000142028,0.0001647056,0.0002028374,0.00007568514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00261479,0.000511585,0.6632845,0.000100178,0.0001121233,0.00006269026,0.08282337,0.001099256,0.03900387,0.04284419,0.09668496,0.07085852],"study_design_scores_gemma":[0.0003825298,0.0001949694,0.8459412,0.000006097168,0.000035016,0.00004439205,0.007837548,0.0005085419,0.0003222913,0.0003621589,0.1442542,0.0001110178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255292,0.00002358515,0.0002904157,0.07046232,0.0001392019,0.0003462642,0.000007922909,0.00001205356,0.003189022],"genre_scores_gemma":[0.9502862,0.00003402802,0.002895789,0.04647704,0.000006947031,0.00004729913,0.000003898102,0.000003277805,0.0002455332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1826568,"threshold_uncertainty_score":0.7156653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0489141676728762,"score_gpt":0.3213555637568579,"score_spread":0.2724413960839817,"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."}}