{"id":"W4405455451","doi":"10.3391/mbi.2024.15.4.11","title":"A framework for the development of defensible and fit-for-purpose priority lists for non-indigenous species","year":2024,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Indigenous; Environmental resource management; Ecology; Geography; Environmental planning; Fishery; Biology; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003235205,0.00009574975,0.0001387676,0.00001807295,0.0002290685,0.00002563877,0.0001793076,0.00006837655,0.0008367285],"category_scores_gemma":[0.00005979624,0.00005701694,0.00009356924,0.0001376295,0.0002031331,0.00002572139,0.0002578222,0.00004027345,0.00001187627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007715171,"about_ca_system_score_gemma":0.000006636241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005149956,"about_ca_topic_score_gemma":0.00004341181,"domain_scores_codex":[0.9992467,0.000008018901,0.0002231108,0.0002224793,0.00009843262,0.000201296],"domain_scores_gemma":[0.999319,0.0004415856,0.00005059412,0.0001370039,0.00001323763,0.00003860451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006971681,0.001794407,0.02878493,0.004045445,0.0009632446,0.000007985606,0.009444835,0.00009546345,0.0249253,0.65571,0.03427482,0.2392564],"study_design_scores_gemma":[0.0007119265,0.0007133688,0.3706054,0.0002629603,0.0001647802,0.000001513183,0.009475339,0.0005263775,0.01074596,0.0202606,0.5861391,0.0003925646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8961391,0.0004952064,0.09664679,0.000822491,0.0002546663,0.002882669,0.0004417459,0.00004499724,0.00227228],"genre_scores_gemma":[0.9656357,0.0005273036,0.03261352,0.0001020129,0.00002136699,0.0004637452,0.00005574453,0.000006558752,0.0005740843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6354493,"threshold_uncertainty_score":0.916159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.207639734856352,"score_gpt":0.3222006211611748,"score_spread":0.1145608863048228,"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."}}