{"id":"W7071973211","doi":"","title":"Understanding Shared Responsibility Holder's Perspectives on Invasive Alien Species Management in the MABR Using the Three Horizons Framework","year":2024,"lang":"en","type":"report","venue":"University Library (University of Saskatchewan)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Vulnerability (computing); Biodiversity; Alien; Traditional knowledge; Alien species; Introduced species; Indigenous; Corporate governance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02302729,0.0005949858,0.0003773689,0.002248577,0.009144602,0.01462803,0.002187575,0.004966742,0.00577065],"category_scores_gemma":[0.0151844,0.0003375719,0.0006743042,0.001180675,0.02202451,0.01383319,0.01082844,0.006162163,0.0002548195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01649743,"about_ca_system_score_gemma":0.0171965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02463482,"about_ca_topic_score_gemma":0.02857451,"domain_scores_codex":[0.9860783,0.009225763,0.0002714969,0.0006648119,0.001612624,0.00214701],"domain_scores_gemma":[0.9848461,0.008461241,0.00184833,0.0006303197,0.0014333,0.002780836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002512262,0.00005400966,0.001305666,0.00003795204,0.00001876241,0.0005267524,0.0342962,0.001523206,0.0003353656,0.9531913,0.001431993,0.007253585],"study_design_scores_gemma":[0.0000264541,0.00005836347,0.00229912,0.0002627437,0.00002984971,0.000168359,0.1152781,0.00510203,0.0004028053,0.8430446,0.0332774,0.00005022578],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2605128,0.001905116,0.07217637,0.1471079,0.0004952654,0.0001747911,0.0001001089,0.0000534205,0.5174742],"genre_scores_gemma":[0.9924815,0.0002203338,0.00291704,0.001037492,0.00003744419,0.00002547372,0.00001156441,0.00001168019,0.003257651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02463482,"threshold_uncertainty_score":0.1217814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08034419024699058,"score_gpt":0.2406722811113715,"score_spread":0.1603280908643809,"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."}}