{"id":"W2040386148","doi":"10.1080/09640568.2012.684458","title":"A multi-scale framework for evaluating the benefits and costs of alternative management strategies against invasive plants","year":2012,"lang":"en","type":"article","venue":"Journal of Environmental Planning and Management","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Oregon Department of Agriculture","keywords":"Scale (ratio); Risk analysis (engineering); Environmental resource management; Environmental economics; Computer science; Environmental planning; Business; Economics; Environmental science; Geography","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":[0.003440173,0.00147657,0.001367266,0.00197659,0.001073659,0.003711768,0.003148013,0.002576346,0.009115889],"category_scores_gemma":[0.004578954,0.001050345,0.001851823,0.001812583,0.001729479,0.003333385,0.001479224,0.001934442,0.0004653652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006426078,"about_ca_system_score_gemma":0.003541179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0275986,"about_ca_topic_score_gemma":0.02348736,"domain_scores_codex":[0.9989801,0.0005306331,0.00002979451,0.0001367912,0.0001393368,0.0001833825],"domain_scores_gemma":[0.9982923,0.001142313,0.0001747591,0.0000867917,0.0001384685,0.0001653602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004664281,0.00006766829,0.0008737096,0.00004433028,0.00006284514,0.00007396145,0.0000172371,0.9614671,0.0003958515,0.03338636,0.0003357962,0.003228478],"study_design_scores_gemma":[0.00003883565,0.0001369757,0.001323164,0.00001697432,0.00006238942,0.00004725624,0.00006985111,0.9749038,0.00009676812,0.02218294,0.001093573,0.00002748858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2941988,0.001426876,0.6196412,0.002718514,0.0001267867,0.001247008,0.002446514,0.0003159445,0.07787835],"genre_scores_gemma":[0.9023294,0.0008134395,0.08364713,0.000215618,0.00004820948,0.00109214,0.0003932918,0.00005883294,0.01140198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0275986,"threshold_uncertainty_score":0.05487591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06345413728604471,"score_gpt":0.2847260001221259,"score_spread":0.2212718628360812,"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."}}