{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1958882,0.003532653,0.002643235,0.02674661,0.00836601,0.02051561,0.01038072,0.008985229,0.01324125],"category_scores_gemma":[0.1342287,0.002681501,0.006347532,0.0147176,0.01423367,0.01845042,0.010819,0.007978833,0.00536822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02507639,"about_ca_system_score_gemma":0.07008542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02648191,"about_ca_topic_score_gemma":0.0388568,"domain_scores_codex":[0.8927867,0.06892961,0.01863896,0.004424755,0.01200417,0.003215838],"domain_scores_gemma":[0.8334594,0.1023095,0.01066101,0.007879347,0.041235,0.004455701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001079259,0.0003741117,0.001642233,0.008417467,0.0001208156,0.0007572693,0.02204305,0.009782915,0.001545005,0.7519921,0.03381334,0.1694039],"study_design_scores_gemma":[0.0002199676,0.0002918149,0.00182018,0.02052077,0.000165868,0.0005930515,0.01332208,0.01318721,0.001718845,0.5306333,0.4171695,0.0003575191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002934602,0.001966272,0.9162377,0.02028704,0.0005256226,0.01661654,0.001963263,0.001788269,0.0376807],"genre_scores_gemma":[0.007023258,0.0006028462,0.9847797,0.000544282,0.00003719396,0.004834252,0.0006893274,0.00007225932,0.001416947],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1958882,"threshold_uncertainty_score":0.991613,"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."}}