{"id":"W4416716847","doi":"10.11144/javeriana.uh94.tafp","title":"Tracing Animals in Forests and on Paper","year":2025,"lang":"","type":"article","venue":"Universitas Humanística","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dawson College","funders":"","keywords":"Set (abstract data type); Tracing; Amazon rainforest; Field (mathematics); Ethnography","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003257382,0.0002802406,0.0003373786,0.001197061,0.001337712,0.0002344673,0.0004094799,0.0002215952,0.005034742],"category_scores_gemma":[0.0002652695,0.0003402343,0.0001403829,0.0009407954,0.0009683829,0.0005833862,0.0002005946,0.0005060231,0.0001293869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002880137,"about_ca_system_score_gemma":0.0001185632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401872,"about_ca_topic_score_gemma":0.032757,"domain_scores_codex":[0.997937,0.0002010268,0.0003308036,0.0006075653,0.000304868,0.0006187029],"domain_scores_gemma":[0.9987564,0.0005817275,0.0001071951,0.0002712538,0.0001173677,0.0001660522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002986725,0.0003883366,0.01044102,0.00007539559,0.0001475213,0.0001541895,0.01932569,0.0001067727,0.0001475451,0.9562961,0.01161824,0.001000481],"study_design_scores_gemma":[0.002600439,0.001118994,0.4880258,0.001762802,0.0006898198,0.000003926788,0.3941954,0.0004846419,0.00009259645,0.04899606,0.06089107,0.001138375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5373451,0.0008197798,0.000006145855,0.002581427,0.000407189,0.0003494309,0.00001588925,0.00004908727,0.458426],"genre_scores_gemma":[0.9955245,0.0003040052,0.00007957674,0.0003342026,0.00006838739,0.000002648754,0.000002407093,0.00001250655,0.003671719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9073001,"threshold_uncertainty_score":0.9999624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658620450804485,"score_gpt":0.2948091453059096,"score_spread":0.2782229407978647,"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."}}