{"id":"W4362700296","doi":"10.1007/s10531-023-02586-y","title":"Comparing minimum number of individuals and abundance from non-invasive DNA sampling and camera trapping in the red fox (Vulpes vulpes)","year":2023,"lang":"en","type":"article","venue":"Biodiversity and Conservation","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Universidad Rey Juan Carlos","keywords":"Vulpes; Abundance (ecology); Sampling (signal processing); Biology; Population; Relative species abundance; Ecology; Statistics; Mathematics; Demography; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003082709,0.00007380974,0.0001195739,0.00003240162,0.000246283,0.00002685318,0.00007837739,0.00006945719,0.00002573801],"category_scores_gemma":[0.00004840344,0.00007037146,0.00001219567,0.0002037833,0.0002267904,0.0002431005,0.0001076157,0.00007075068,0.00001594016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001480278,"about_ca_system_score_gemma":0.000008517469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003111425,"about_ca_topic_score_gemma":0.00145332,"domain_scores_codex":[0.9994022,0.00006712948,0.0001309251,0.0001930212,0.00009941471,0.0001072932],"domain_scores_gemma":[0.9994601,0.0003503784,0.00009129647,0.0000706553,0.000007766736,0.00001981293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002021344,0.00001165839,0.9936283,0.00001130816,0.00001042458,0.000001705838,0.004261588,0.00001118864,0.0009212168,0.00002750596,0.0006238935,0.0004710603],"study_design_scores_gemma":[0.0004320353,0.00001352358,0.9952968,0.00002792228,0.00001982984,0.000001716204,0.002210869,0.0008124384,0.0001820206,0.0006357834,0.0002884733,0.00007853671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961195,0.00002276558,0.00003559435,0.003470098,0.00003040694,0.0001459682,0.0000196958,0.00001239107,0.000143608],"genre_scores_gemma":[0.9988155,0.0001280409,0.0002030325,0.0007939297,0.00000618221,0.000004269887,0.00003504478,0.000001309719,0.00001268061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002696038,"threshold_uncertainty_score":0.4703565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901706242784238,"score_gpt":0.233551597255896,"score_spread":0.1945345348280536,"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."}}