{"id":"W4294542058","doi":"10.5539/sar.v11n4p1","title":"Ranchers’ Attitudes toward Managing for Vegetation and Landscape Heterogeneity","year":2022,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rangeland; Wildlife; Ecosystem services; Geography; Environmental resource management; Grassland; Agroforestry; Population; Fencing; Stewardship (theology); Sustainability; Ecosystem; Ecology; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001188011,0.00008883066,0.00008720809,0.00008156264,0.0009196112,0.0001074047,0.00023445,0.00002824603,0.0005389643],"category_scores_gemma":[0.00004773264,0.00006889978,0.00003798124,0.0005860637,0.00008375559,0.0002068328,0.0007885718,0.0002074558,0.00004460381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469897,"about_ca_system_score_gemma":0.00001107679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005714788,"about_ca_topic_score_gemma":0.00007851924,"domain_scores_codex":[0.9984374,0.0001428302,0.00009019437,0.000291623,0.0004689816,0.0005689629],"domain_scores_gemma":[0.9996651,0.00007129447,0.00002494574,0.000125843,0.0000339774,0.00007887238],"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":[0.0002874596,0.0003772884,0.2812243,0.001579257,0.0001165478,0.0001401531,0.009133276,0.02195413,0.002253955,0.03319627,0.6342087,0.0155286],"study_design_scores_gemma":[0.0009437151,0.0003722669,0.158762,0.000007031797,0.00001755741,0.000009246211,0.007450993,0.001649754,0.0002083862,0.00561426,0.8246703,0.0002945233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522302,0.0008699024,0.00007896236,0.003111903,0.00004792728,0.001480203,0.000004230998,0.00005582943,0.04212081],"genre_scores_gemma":[0.9743609,0.0000502264,0.000140139,0.00008518456,0.00006499398,0.0004106308,0.00002715034,0.000009011241,0.02485178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1904615,"threshold_uncertainty_score":0.7072999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02993221036245408,"score_gpt":0.3196974737064711,"score_spread":0.289765263344017,"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."}}