{"id":"W3089239417","doi":"10.1038/s41467-020-18486-6","title":"Half of resources in threatened species conservation plans are allocated to research and monitoring","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Threatened species; Business; Biodiversity; Action plan; Environmental resource management; Plan (archaeology); Environmental planning; Natural resource economics; Ecology; Habitat; Geography; Environmental science; Biology; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005650955,0.0004677151,0.0005145587,0.003189703,0.0009648794,0.001919718,0.00104737,0.0005421762,0.02903425],"category_scores_gemma":[0.01261807,0.0004285456,0.0007316679,0.002618989,0.001108323,0.001730792,0.002150188,0.0005827022,0.003191729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001847444,"about_ca_system_score_gemma":0.004643818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01211464,"about_ca_topic_score_gemma":0.03041467,"domain_scores_codex":[0.9964417,0.001765485,0.0002153511,0.0002660344,0.0007382435,0.0005731872],"domain_scores_gemma":[0.9811748,0.00744227,0.004053132,0.002942783,0.002354366,0.002032714],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007094635,0.0002648058,0.1088596,0.001145816,0.000340986,0.0002767862,0.001550012,0.003298462,0.00568579,0.01321741,0.05092951,0.8137214],"study_design_scores_gemma":[0.0001451262,0.0005458537,0.496646,0.00186362,0.000284926,0.001056583,0.005530996,0.002766429,0.003802651,0.01115103,0.4761041,0.0001026546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6604519,0.008626152,0.02694358,0.01513066,0.0007651838,0.001086672,0.01459965,0.001666675,0.2707295],"genre_scores_gemma":[0.929592,0.004533302,0.02787074,0.002393652,0.0001164344,0.001179386,0.006325759,0.0002593305,0.02772938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9943491,"threshold_uncertainty_score":0.09712929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09842925351375714,"score_gpt":0.3439493476280404,"score_spread":0.2455200941142832,"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."}}