{"id":"W2533891052","doi":"10.1017/cbo9781316155318","title":"Detecting and Responding to Alien Plant Incursions","year":2016,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Biosecurity; Alien species; Alien; Environmental planning; Legislation; Business; Environmental resource management; Political science; Risk analysis (engineering); Geography; Invasive species; Ecology; Politics; Economics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001703935,0.0002105919,0.0001978125,0.0002408904,0.0003608987,0.00001965636,0.0003639551,0.0002064768,0.00003361854],"category_scores_gemma":[0.00002290818,0.0002096732,0.00005259034,0.00002807544,0.0002251629,0.00008015354,0.001551615,0.000210129,0.0001261882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481987,"about_ca_system_score_gemma":0.00002546705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001047471,"about_ca_topic_score_gemma":0.00003728479,"domain_scores_codex":[0.998884,0.00006046945,0.0001074325,0.0004749011,0.0001573464,0.0003158246],"domain_scores_gemma":[0.9992827,0.0001121619,0.00009628284,0.0003036338,0.000006428288,0.0001987605],"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":[0.0002624634,0.00001577945,0.0001434666,0.00005136682,0.00009978229,0.0005954186,0.0003204151,0.00001624305,0.001780577,0.2931139,0.6987972,0.004803456],"study_design_scores_gemma":[0.0002667276,0.00007900076,0.0005536994,0.0001075081,0.00006788407,0.0000127066,0.0000313709,0.00001251224,0.0002952294,0.00001567762,0.9982708,0.0002869579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01371182,0.000008757645,0.0003278817,0.00002703061,0.0001908665,0.0004215534,0.000123978,0.00007752617,0.9851106],"genre_scores_gemma":[0.008138065,0.0000146868,0.0001220478,0.0001694304,0.00004630462,0.000002013849,0.00001039252,0.00001967644,0.9914774],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2994736,"threshold_uncertainty_score":0.8550224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116047891562856,"score_gpt":0.1877182087456311,"score_spread":0.1765577298300025,"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."}}