{"id":"W4241781883","doi":"10.1079/cabicomm-62-8146","title":"Assessment of the Use and Benefits of the Invasive Species Compendium","year":2021,"lang":"en","type":"report","venue":"","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Agriculture and Agri-Food Canada; Foreign, Commonwealth and Development Office; Ministry of Agriculture of the People's Republic of China","keywords":"Compendium; Environmental science; Geography; Computer science; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01177969,0.0002365351,0.0002810624,0.003704982,0.0008741036,0.00243415,0.0005397195,0.0005569251,0.001905081],"category_scores_gemma":[0.03722797,0.0002535129,0.0003923007,0.002382582,0.0008273579,0.002982623,0.001599625,0.0007647105,0.0004068619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078107,"about_ca_system_score_gemma":0.001384986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00334908,"about_ca_topic_score_gemma":0.007188759,"domain_scores_codex":[0.9940804,0.00258401,0.0004834383,0.0002016626,0.002458499,0.0001919741],"domain_scores_gemma":[0.9363502,0.04478882,0.006772591,0.002424686,0.007980382,0.001683229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003977613,0.0004946585,0.5811771,0.002173059,0.0001179469,0.0008119702,0.07063676,0.0004265008,0.006507664,0.002910235,0.00568414,0.3286622],"study_design_scores_gemma":[0.000009906819,0.0008966872,0.9217584,0.0006519185,0.00008443819,0.001042166,0.04178982,0.001857973,0.001299903,0.0005219094,0.02998312,0.0001036805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744983,0.0006693761,0.0009011405,0.001006648,0.0000210625,0.0001502326,0.0005084905,0.00005933378,0.02218559],"genre_scores_gemma":[0.99133,0.0009343155,0.005343783,0.0002096769,0.0000289267,0.0001116342,0.0005134025,0.00002477252,0.001503467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01177969,"threshold_uncertainty_score":0.06229764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1491308763223105,"score_gpt":0.2612024221837698,"score_spread":0.1120715458614593,"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."}}