{"id":"W6961024931","doi":"10.14288/1.0440980","title":"Mapping winter food security for the Klinse-Za caribou herd","year":2024,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lichen; Wildlife; Habitat; Sustainability; Cladonia; National park; Threatened species; Natural resource; Food security; Critical habitat","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0005914904,0.000203368,0.0001852127,0.001390531,0.0006597156,0.0008593489,0.0003301024,0.0001861004,0.0007977764],"category_scores_gemma":[0.00114902,0.0001267935,0.0002461385,0.001537145,0.0002061257,0.0002906908,0.0004733756,0.0002034258,0.0001768368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004407083,"about_ca_system_score_gemma":0.003832232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9203347,"about_ca_topic_score_gemma":0.9696394,"domain_scores_codex":[0.9998183,0.00002600326,0.00000713173,0.0000454864,0.00004351243,0.00005957208],"domain_scores_gemma":[0.9996455,0.00003471538,0.00003840562,0.00002606278,0.0002005046,0.00005480201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000466659,0.00003136079,0.9815614,0.00002486262,0.00005182551,0.00007764454,0.001050492,0.001799115,0.0008855653,0.0002462872,0.0007972026,0.01342762],"study_design_scores_gemma":[0.000005410487,0.00004353723,0.9794517,0.0000568843,0.00003083315,0.00004615544,0.004969184,0.01009925,0.0002848373,0.00008977655,0.004912764,0.000009604444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967424,0.0001893307,0.0005956939,0.00005293764,0.000003336782,0.00002117355,0.001299025,0.00002138666,0.001074788],"genre_scores_gemma":[0.9935424,0.0002438385,0.002023224,0.00001958598,0.00000160525,0.00002228742,0.002991149,0.000008700613,0.001147039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0796653,"threshold_uncertainty_score":0.1602689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443394224913549,"score_gpt":0.1749394748288325,"score_spread":0.160505532579697,"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."}}