{"id":"W2959828323","doi":"10.1002/ecs2.2806","title":"Effect of behavioral marginality on survival of an alpine ungulate","year":2019,"lang":"en","type":"article","venue":"Ecosphere","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; Université du Québec à Rimouski","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Ministère des Forêts, de la Faune et des Parcs; Canada Foundation for Innovation; Université du Québec à Rimouski","keywords":"Woodland caribou; Ungulate; Ecology; Habitat; Predation; Geography; Woodland; Range (aeronautics); Population; Biology; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003401569,0.0000673837,0.0001450162,0.000004023818,0.00001778792,0.000001701329,0.0001111248,0.00005967274,0.01243014],"category_scores_gemma":[0.000006826154,0.00005813746,0.00003627629,0.00006927051,0.00005775067,0.00009568143,0.00003588082,0.00005853326,0.0006914118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002664481,"about_ca_system_score_gemma":0.000004502971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004075857,"about_ca_topic_score_gemma":0.0003595234,"domain_scores_codex":[0.9993924,0.0001288536,0.0001268251,0.0001403505,0.0001157527,0.00009578572],"domain_scores_gemma":[0.9996189,0.00005247717,0.00008262824,0.0002139263,0.000004054261,0.00002798321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001612641,0.0001155931,0.9923936,0.00001526147,0.000004708432,0.000001268222,0.00003623842,0.0005281778,0.002281376,0.00005707162,0.0005698551,0.003835565],"study_design_scores_gemma":[0.0004019678,0.001403816,0.9916184,0.000007237534,0.00001142175,5.273878e-7,0.00001086622,0.0003250348,0.005900281,0.00005733802,0.0002059029,0.00005723694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987709,0.000003237829,0.000002834108,0.00003195207,0.0001519207,0.0001509459,0.00000522015,0.000009752821,0.01193515],"genre_scores_gemma":[0.9988548,6.099207e-7,0.00009263331,0.00003117781,0.000009011835,0.000003099087,0.000009281776,0.000004993088,0.000994424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173873,"threshold_uncertainty_score":0.9884726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006763514277624201,"score_gpt":0.2508026238942013,"score_spread":0.2440391096165771,"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."}}