{"id":"W3168209127","doi":"10.5751/es-12340-260227","title":"Collapse, reorganization, and regime identity: breaking down past management paradigms in a forest-grassland ecotone","year":2021,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; University of Nebraska-Lincoln; U.S. Geological Survey; U.S. Department of Agriculture; U.S. Fish and Wildlife Service; U.S. Department of Defense","keywords":"Ecotone; Grassland; Identity (music); Ecology; Geography; Forestry; Physics; Biology; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01611141,0.0002678914,0.0005528664,0.00219251,0.006098036,0.0104,0.001517839,0.002625938,0.002589762],"category_scores_gemma":[0.01442776,0.0003413992,0.0004485498,0.001209382,0.02259487,0.01211182,0.008420694,0.003964247,0.0002160887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005724116,"about_ca_system_score_gemma":0.006203932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052234,"about_ca_topic_score_gemma":0.03092506,"domain_scores_codex":[0.9951178,0.002496128,0.000249792,0.0005744398,0.0008503064,0.0007114984],"domain_scores_gemma":[0.9892824,0.003289965,0.002781278,0.001023004,0.001412573,0.002210821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004504415,0.0003947566,0.0794199,0.000287555,0.0001534571,0.0002607296,0.02983975,0.003454217,0.001532706,0.6161667,0.0102995,0.2577404],"study_design_scores_gemma":[0.00007171706,0.0003486816,0.118356,0.0009157225,0.0000807434,0.0002060412,0.04417006,0.004749544,0.0006458788,0.7606881,0.06960157,0.0001659454],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6472852,0.02291032,0.02150552,0.2161845,0.001020995,0.0001086016,0.0001760868,0.00008601719,0.09072281],"genre_scores_gemma":[0.9925926,0.002276231,0.001732659,0.002210164,0.0001860807,0.00003057226,0.00002953722,0.00001072976,0.0009312732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611141,"threshold_uncertainty_score":0.08520627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004411214674442172,"score_gpt":0.2139826467032145,"score_spread":0.2095714320287723,"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."}}