{"id":"W4387680982","doi":"10.1007/978-3-031-23265-7_1","title":"Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Endangered species; Wildlife; Geography; Context (archaeology); Habitat; Agroforestry; Agriculture; Grassland; Critical habitat; Ecology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005308444,0.0008727667,0.0004980087,0.00157299,0.001367155,0.003469865,0.00142054,0.001487073,0.6279879],"category_scores_gemma":[0.001556833,0.0003158224,0.0005149124,0.001325515,0.0004693501,0.002429621,0.00188045,0.001666424,0.5307027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214606,"about_ca_system_score_gemma":0.001760786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004427266,"about_ca_topic_score_gemma":0.008521554,"domain_scores_codex":[0.9995443,0.00004264807,0.00001421627,0.00008988175,0.0002571083,0.0000517929],"domain_scores_gemma":[0.9994874,0.00007613813,0.00001608993,0.00006053484,0.0002719374,0.00008795076],"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":[0.00001262936,0.00002876007,0.00005837029,0.00009310553,0.000001155344,0.00003698124,0.00009275395,0.00008816862,0.0002531802,0.01924567,0.8614798,0.1186094],"study_design_scores_gemma":[0.000001000744,0.000003435964,0.00004959904,0.00004181368,4.961829e-7,0.00002151028,0.00002706059,0.00001404124,0.00003968544,0.001771021,0.9980288,0.000001572889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000205731,0.00132386,0.002581548,0.001442317,0.002532785,0.0001071341,0.00147084,0.0005576761,0.9897781],"genre_scores_gemma":[0.0003923783,0.0006625819,0.0007088867,0.0004876695,0.0002397526,0.00004065085,0.0007768658,0.0001411671,0.99655],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6279879,"threshold_uncertainty_score":0.5306301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115964701170638,"score_gpt":0.187461116659187,"score_spread":0.1758646465421232,"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."}}