{"id":"W2947408962","doi":"10.1111/cobi.13348","title":"Effects of land use, cover, and protection on stream and riparian ecosystem services and biodiversity","year":2019,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Royal Society of Canada; Royal Canadian Geographical Society; Royal Geographical Society; Parks Canada","keywords":"Ecosystem services; Biodiversity; Recreation; Watershed; Land use; Riparian zone; Land cover; Geography; Ecosystem; Intact forest landscape; Habitat; Agroforestry; Forest ecology; Environmental science; Environmental resource management; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005987007,0.0001843968,0.0001997331,0.0006975632,0.0006975842,0.0008873364,0.0004153868,0.0002396558,0.002191521],"category_scores_gemma":[0.002323977,0.00009311752,0.0003589522,0.001259348,0.001061646,0.0004328183,0.0005386732,0.0002618908,0.000137745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003121093,"about_ca_system_score_gemma":0.002311133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4916002,"about_ca_topic_score_gemma":0.7922453,"domain_scores_codex":[0.9993957,0.0001528651,0.00002467627,0.0000752416,0.0001615698,0.0001899332],"domain_scores_gemma":[0.9970452,0.0005982133,0.0007912997,0.0001005649,0.0004050008,0.001059743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006941739,0.00003297025,0.9952046,0.00001104264,0.00008051874,0.00007113666,0.0001017027,0.0002792115,0.000337701,0.00007017259,0.0001206457,0.003620995],"study_design_scores_gemma":[5.730421e-7,0.00001112131,0.9997409,0.000001876891,0.000004230309,0.000009401852,0.00006826058,0.00007176086,0.0000105265,0.00001088189,0.00006955593,8.026327e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982466,0.0002112147,0.00004629619,0.00007232724,0.00000156412,0.000006958346,0.0002931537,0.000002234402,0.001119717],"genre_scores_gemma":[0.9992737,0.0001171974,0.00007295685,0.000025262,0.000002660167,0.000003412355,0.0002126336,0.000001622589,0.0002906404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4916002,"threshold_uncertainty_score":0.9774776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009148776988387933,"score_gpt":0.1819072134259101,"score_spread":0.1727584364375222,"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."}}