{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.009079641,0.002304226,0.003086935,0.02526888,0.003474645,0.0009556998,0.007576554,0.002062424,0.002223636],"category_scores_gemma":[0.003196201,0.002881769,0.002351405,0.0156389,0.005631549,0.001964803,0.01351427,0.01206541,0.009407815],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02518103,"about_ca_system_score_gemma":0.05040929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007646181,"about_ca_topic_score_gemma":0.03119461,"domain_scores_codex":[0.9720145,0.005362673,0.001498398,0.005777757,0.0109248,0.004421811],"domain_scores_gemma":[0.9773526,0.005189433,0.001671867,0.004567807,0.008360126,0.002858181],"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":[0.002635174,0.001245781,0.003399118,0.002784403,0.005066195,0.3789304,0.001904034,0.000287987,0.007130303,0.06531124,0.5295945,0.001710795],"study_design_scores_gemma":[0.002297271,0.001164319,0.002083891,0.002463668,0.001397885,0.0014349,0.01137713,0.000189978,0.0002481337,0.003104763,0.9716427,0.002595392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007318932,0.0004369307,0.001089366,0.001224561,0.002311342,0.004680895,0.01241949,0.001736191,0.9687823],"genre_scores_gemma":[0.02537416,0.008705718,0.005621572,0.00003361532,0.003205017,0.000009711794,0.007359186,0.0008992298,0.9487918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4420481,"threshold_uncertainty_score":0.9992331,"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."}}