{"id":"W7105876876","doi":"10.5282/rcc-springs-18817","title":"Eagles, Marmots, Humans: Knowing Wildlife Through Fieldwork","year":2025,"lang":"en","type":"article","venue":"Universitätsbibliothek der LMU","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Field (mathematics); Wildlife; Set (abstract data type); Wildlife conservation; Wildlife management","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002456563,0.0001777788,0.0002047571,0.001981644,0.00167416,0.0003047734,0.0007527033,0.0001752973,0.003365499],"category_scores_gemma":[0.0001413195,0.0002048549,0.0002051095,0.004252208,0.0004165064,0.001710495,0.0001900708,0.0003292314,0.0002043039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475516,"about_ca_system_score_gemma":0.0001797248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005492208,"about_ca_topic_score_gemma":0.01159255,"domain_scores_codex":[0.9984338,0.0001643892,0.0002021269,0.0003815002,0.0003278135,0.0004903706],"domain_scores_gemma":[0.9989305,0.0003405551,0.00008405436,0.0003749456,0.000171095,0.00009884757],"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":[0.00003357257,0.000104133,0.003247614,0.00001700434,0.0002100437,0.00002862793,0.00790911,0.00002128358,0.00003621962,0.4188717,0.5688794,0.0006413552],"study_design_scores_gemma":[0.0002984102,0.00002707321,0.001795315,0.0001012492,0.00009131405,6.501068e-7,0.03431991,0.000005816048,0.00002908337,0.01214776,0.9509712,0.0002122434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01232443,0.00125023,0.001053199,0.0129732,0.001289453,0.0003569522,0.00001172816,0.0003809122,0.9703599],"genre_scores_gemma":[0.8470875,0.002039699,0.003029465,0.00869025,0.0004232771,0.000007666924,0.0000158184,0.00002741224,0.1386789],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8347631,"threshold_uncertainty_score":0.9996255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521695885557128,"score_gpt":0.319046923749541,"score_spread":0.2938299648939697,"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."}}