{"id":"W2996387941","doi":"","title":"Variations in nutritional content of key ungulate browse species in Sweden","year":2019,"lang":"en","type":"article","venue":"Epsilon Archive for Student Projects (University of Southampton)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evergreen; Ungulate; Biology; Seasonality; Shrub; Twig; Botany; Acer pseudoplatanus; Agronomy; Horticulture; Animal science; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001949391,0.0001020317,0.0002100362,0.0002600134,0.00004854364,0.000006876792,0.0003404262,0.00003203732,0.001392487],"category_scores_gemma":[0.00001278722,0.0001177906,0.00009633059,0.0002741359,0.0001637753,0.0001925249,0.0003054778,0.00007877248,0.0001391992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009368839,"about_ca_system_score_gemma":0.00001617194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003167676,"about_ca_topic_score_gemma":0.003832878,"domain_scores_codex":[0.9990792,0.00004194433,0.0001747095,0.0002323876,0.000265592,0.0002061917],"domain_scores_gemma":[0.9995732,0.00008193321,0.0001392928,0.000157859,0.00001130643,0.00003638841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002254478,0.0004523045,0.9608504,0.00006549997,0.00003322497,0.000003928041,0.01933565,0.0010256,0.002611283,0.0147121,0.0005818804,0.0001026768],"study_design_scores_gemma":[0.002273653,0.000200634,0.9895744,0.00006234768,0.00001367692,3.084555e-7,0.00341595,0.00130676,0.00003916584,0.0008736649,0.00211049,0.0001289112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708328,0.000005221153,0.0003415112,0.0001847906,0.00005292113,0.00099649,0.0001120781,0.000008948533,0.0274653],"genre_scores_gemma":[0.9864262,0.00001313758,0.003405235,0.00002041378,0.000006668816,0.000002735125,0.00005202957,0.00000603203,0.01006754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02872403,"threshold_uncertainty_score":0.9995204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031634311666733,"score_gpt":0.2395860941826049,"score_spread":0.2079517825158719,"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."}}