{"id":"W6929842965","doi":"10.5281/zenodo.10057038","title":"IPBES Invasive Alien Species Assessment: Factsheet 6 - Biological invasions and stakeholder engagement","year":2024,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Alien species; Stakeholder; Biodiversity; Invasive species; Stakeholder engagement; Introduced species; Ecosystem; Alien","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001012852,0.0002933729,0.0002715625,0.0001967029,0.000890133,0.0008032555,0.000780347,0.0003223509,0.005769432],"category_scores_gemma":[0.001678366,0.0002542315,0.0001141402,0.0002641748,0.0003995922,0.00001098948,0.003895673,0.0007058418,0.0005156994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243096,"about_ca_system_score_gemma":0.00009784767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003371256,"about_ca_topic_score_gemma":0.000003022508,"domain_scores_codex":[0.9972284,0.0003206418,0.000328007,0.0009084782,0.0007349074,0.0004795847],"domain_scores_gemma":[0.9983057,0.00003705608,0.0001019869,0.0005229101,0.000767453,0.0002649091],"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":[0.00005328178,0.00008803696,0.00001167451,0.000337913,0.00023846,0.00004425392,0.0001181119,0.000001779993,0.2954199,0.0003778873,0.6639364,0.03937226],"study_design_scores_gemma":[0.0002313506,0.0004357556,0.0005653143,0.000107995,0.00003593802,0.0001084539,0.000288942,0.000002248729,0.0222446,0.0001024699,0.9755805,0.000296498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1592381,0.004695368,0.0003619324,0.001745965,0.0005214395,0.001656665,0.005388845,0.0004354905,0.8259562],"genre_scores_gemma":[0.9201041,0.03023601,0.0001828571,0.0002381436,0.001361241,9.121597e-7,0.03153415,0.001620608,0.01472196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8112343,"threshold_uncertainty_score":0.999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2326343661740024,"score_gpt":0.3355643944302644,"score_spread":0.102930028256262,"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."}}