{"id":"W4388930358","doi":"10.5962/p.373209","title":"Adaptive Management","year":2009,"lang":"en","type":"article","venue":"Australasian Plant Conservation journal of the Australian Network for Plant Conservation","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Computer science; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002857851,0.0006357021,0.0003186135,0.001129569,0.001743214,0.002682488,0.002268986,0.001204006,0.04406444],"category_scores_gemma":[0.004781585,0.0002001279,0.0004196509,0.0009189091,0.001232029,0.001793854,0.003824198,0.001218032,0.007826046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659182,"about_ca_system_score_gemma":0.002025969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002315841,"about_ca_topic_score_gemma":0.004357129,"domain_scores_codex":[0.9984345,0.0003746616,0.00009490165,0.0003551372,0.0005051066,0.0002356718],"domain_scores_gemma":[0.9983274,0.0002338935,0.0002585471,0.0003879128,0.0005081202,0.0002841058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006946002,0.0001945906,0.008333076,0.0003292187,0.0000679137,0.000239429,0.001415225,0.004357787,0.002885362,0.1274373,0.05728546,0.7973853],"study_design_scores_gemma":[0.00004769209,0.0002309,0.01480416,0.0003923511,0.00005702093,0.000503562,0.001317741,0.008797932,0.001153095,0.1056402,0.8669923,0.00006305307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03183552,0.003868074,0.1529608,0.0130585,0.001601676,0.001028641,0.0009468584,0.001659606,0.7930403],"genre_scores_gemma":[0.5607662,0.00500158,0.09787735,0.00809775,0.001165195,0.001925478,0.002040534,0.0003214446,0.3228045],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04406444,"threshold_uncertainty_score":0.1474102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181512855301847,"score_gpt":0.2330284901572492,"score_spread":0.2112133616042307,"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."}}