{"id":"W6931481510","doi":"10.5281/zenodo.7430682","title":"IPBES Invasive Alien Species Assessment: Full report","year":2024,"lang":"en","type":"report","venue":"Lincoln University Research Archive (Lincoln University)","topic":"","field":"","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Biodiversity; Alien species; Alien; Ecosystem services; Ecosystem; Invasive species","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":[0.005283298,0.001146044,0.0006853685,0.003507211,0.001002415,0.004036963,0.001767057,0.001950543,0.04941794],"category_scores_gemma":[0.005506067,0.000764174,0.0009242578,0.003053662,0.0003690355,0.002081647,0.003002574,0.002074515,0.04175236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003249502,"about_ca_system_score_gemma":0.01562657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03709593,"about_ca_topic_score_gemma":0.02278318,"domain_scores_codex":[0.9965968,0.0003485939,0.0001134454,0.0001961828,0.002464008,0.0002810784],"domain_scores_gemma":[0.9969847,0.0003048504,0.0001816873,0.0002280738,0.001968328,0.0003324515],"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":[0.0001956053,0.00007986781,0.00100487,0.000561229,0.00003223119,0.000098743,0.00008072592,0.0009550004,0.0006105216,0.00405828,0.9606522,0.03167071],"study_design_scores_gemma":[0.00003895401,0.00005582912,0.005791975,0.000248241,0.00001951474,0.00005158728,0.0001104781,0.000310367,0.001116173,0.001503369,0.9907268,0.00002673283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.006748841,0.003953106,0.006562802,0.007811089,0.003722372,0.002515843,0.4886032,0.002202438,0.4778802],"genre_scores_gemma":[0.02166431,0.007910633,0.01788278,0.003042939,0.0008716546,0.005864723,0.5076248,0.001830582,0.4333075],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04941794,"threshold_uncertainty_score":0.1653195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047973142073874,"score_gpt":0.3561572425072811,"score_spread":0.2513599282998936,"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."}}