{"id":"W2987557549","doi":"10.1016/j.ecoser.2019.101041","title":"Meaningfully engaging the next generation of ecosystem services specialists","year":2019,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Ecosystem services; Sustainability; Value (mathematics); Field (mathematics); Business; Ecosystem; Community engagement; Environmental resource management; Public relations; Knowledge management; Political science; Ecology; Computer science; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.01239515,0.0004509298,0.000460575,0.0008723019,0.006728357,0.01249249,0.00192112,0.008208494,0.030155],"category_scores_gemma":[0.01703819,0.0003823965,0.0006202626,0.0005906364,0.005615654,0.00962824,0.01909992,0.01018956,0.005290969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003308543,"about_ca_system_score_gemma":0.0175818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570278,"about_ca_topic_score_gemma":0.007164013,"domain_scores_codex":[0.9878963,0.005293244,0.0001772749,0.0008739563,0.001745025,0.004014136],"domain_scores_gemma":[0.9535021,0.00475751,0.0009755194,0.001144034,0.003191208,0.03642976],"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":[0.0002519275,0.001754962,0.01907864,0.0004577317,0.0001042116,0.001716808,0.04913224,0.0008228247,0.01036198,0.2192938,0.5073964,0.1896286],"study_design_scores_gemma":[0.00004355587,0.0001097763,0.002634707,0.000227065,0.00001394016,0.0004311677,0.02995438,0.0006776031,0.0004885444,0.08081727,0.8845576,0.00004450567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0477591,0.002803096,0.01517651,0.8141165,0.008378879,0.0001781738,0.00008142522,0.000241702,0.1112646],"genre_scores_gemma":[0.4685526,0.003214048,0.02500737,0.3562967,0.004977975,0.0005179071,0.0002750925,0.0002743159,0.140884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.030155,"threshold_uncertainty_score":0.1008785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747463110469641,"score_gpt":0.21985951064996,"score_spread":0.1923848795452636,"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."}}