{"id":"W4394060276","doi":"10.1098/rstb.2023.0323","title":"Global indicators of the environmental impacts of invasive alien species and their information adequacy","year":2024,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd; Azrieli Foundation; Volkswagen Foundation; Deutsche Forschungsgemeinschaft","keywords":"Biodiversity; Environmental resource management; Biosphere; Ecology; Impact assessment; Scale (ratio); Geography; Environmental planning; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01329196,0.000462232,0.0003435069,0.008439998,0.0003358326,0.002041779,0.0005518326,0.0003581726,0.001773566],"category_scores_gemma":[0.04736434,0.0001623582,0.0004078112,0.01069628,0.00130478,0.003655394,0.002378022,0.0004966623,0.0002415824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088774,"about_ca_system_score_gemma":0.0006670045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007370108,"about_ca_topic_score_gemma":0.007511122,"domain_scores_codex":[0.9937697,0.002271486,0.0009515368,0.0006262437,0.002026044,0.0003550526],"domain_scores_gemma":[0.9277036,0.03759733,0.01853255,0.005152778,0.01007771,0.0009360415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001328476,0.00004540941,0.9078771,0.0002610777,0.0002224862,0.00006991631,0.00102604,0.01737608,0.0009937164,0.0045152,0.001638743,0.06584127],"study_design_scores_gemma":[0.00001471423,0.0002101664,0.9569165,0.0001627518,0.0001540965,0.0001488265,0.001439105,0.02142587,0.002790617,0.006371471,0.01028978,0.00007614229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250329,0.000887193,0.03105365,0.000527661,0.00002983681,0.0001634119,0.0184752,0.0002481813,0.0235819],"genre_scores_gemma":[0.9866936,0.0002298423,0.006655644,0.00003076757,0.00001524202,0.00007219945,0.005986881,0.00002403709,0.0002918476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01329196,"threshold_uncertainty_score":0.07029539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674483632103252,"score_gpt":0.2374882845774988,"score_spread":0.2107434482564662,"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."}}