{"id":"W2807291709","doi":"10.3390/su10061848","title":"Holistic Management and Adaptive Grazing: A Trainers’ View","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Grazing; Holistic management; Adaptive management; Environmental resource management; Environmental science; Environmental planning; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006571119,0.0003265018,0.0003172822,0.00174792,0.008657317,0.007282404,0.002020271,0.004459351,0.00230088],"category_scores_gemma":[0.005495064,0.0003129892,0.0003024196,0.0009861976,0.03345141,0.006724419,0.005108276,0.008047612,0.0001808564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01515996,"about_ca_system_score_gemma":0.01159264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1598361,"about_ca_topic_score_gemma":0.1554948,"domain_scores_codex":[0.9957481,0.002281021,0.0001220138,0.0003484313,0.0006556418,0.0008447922],"domain_scores_gemma":[0.9948215,0.002743896,0.0003978479,0.0001118939,0.0008634223,0.001061257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004127019,0.0001079367,0.00719663,0.0004791165,0.0000237796,0.0008952731,0.8699769,0.0004077357,0.001090746,0.07972117,0.01190786,0.02815153],"study_design_scores_gemma":[0.00001604872,0.0001844514,0.008609526,0.001572989,0.00003032108,0.0007928253,0.7916819,0.0007940685,0.0003881209,0.01675509,0.1791006,0.00007411523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4599494,0.03272398,0.006652967,0.4447246,0.00139447,0.0001077583,0.00006706201,0.00005959342,0.05432013],"genre_scores_gemma":[0.9546698,0.007574288,0.001807639,0.02862167,0.0003666092,0.00004599487,0.00001589222,0.00002109557,0.006877073],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1598361,"threshold_uncertainty_score":0.3178115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255485534206471,"score_gpt":0.2461173032794352,"score_spread":0.2335624479373705,"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."}}