{"id":"W4386809644","doi":"10.1016/j.chaos.2023.114025","title":"The effect of grazing intensity on pattern dynamics of the vegetation system","year":2023,"lang":"en","type":"article","venue":"Chaos Solitons & Fractals","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Grazing; Vegetation (pathology); Bistability; Arid; Intraspecific competition; Pattern formation; Competition (biology); Environmental science; Ecology; Physics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007363511,0.0001116803,0.0001968824,0.0000259619,0.0002445448,0.00001578646,0.0003937946,0.0000597186,0.000003452608],"category_scores_gemma":[0.000105326,0.00005762131,0.0001204336,0.0003206089,0.0002027899,0.00005006361,0.0002170888,0.0001224159,0.00009536927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001621775,"about_ca_system_score_gemma":0.000006393273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003160317,"about_ca_topic_score_gemma":0.0006128025,"domain_scores_codex":[0.998841,0.0001417183,0.0002829859,0.0001815897,0.0003374146,0.0002153085],"domain_scores_gemma":[0.9988033,0.0004351805,0.0002618683,0.0004489412,0.00001504471,0.00003565329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004786416,0.00004215334,0.9397542,0.0005642208,0.00005507228,0.000008379186,0.0009330502,0.01681668,0.02109018,0.001038965,0.0001787786,0.01947041],"study_design_scores_gemma":[0.0002109859,0.0002101465,0.6526126,0.0005195119,0.00002992584,0.000009567598,0.0006595504,0.3191669,0.02624504,0.0001470412,0.00005124182,0.0001374887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965187,0.00001716388,0.0001641987,0.0002199809,0.0005635297,0.000361323,0.00001393412,0.00003001242,0.002111187],"genre_scores_gemma":[0.9998344,0.00001033571,0.000002385192,0.00001311511,0.00001955159,0.00001795051,0.000003882392,0.00001102435,0.0000874102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3023503,"threshold_uncertainty_score":0.2349729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004166289074669224,"score_gpt":0.2142575103443863,"score_spread":0.210091221269717,"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."}}