{"id":"W4403157887","doi":"10.29173/comp89","title":"Interpreting Stains","year":2024,"lang":"en","type":"article","venue":"COMPASS","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006535322,0.00006280911,0.00008477893,0.0000413571,0.0002203429,0.00003552428,0.00006489261,0.00001946903,0.002129964],"category_scores_gemma":[0.00001047762,0.00004480527,0.00004119738,0.00001372149,0.006081121,0.00004907325,0.00007152772,0.0001094923,0.0004098701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001102229,"about_ca_system_score_gemma":0.00001066366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002887912,"about_ca_topic_score_gemma":0.003168688,"domain_scores_codex":[0.9996245,0.00001815339,0.00007770548,0.000110705,0.0000343817,0.0001345375],"domain_scores_gemma":[0.999815,0.00007954218,0.000008142561,0.00005992919,0.00002292444,0.00001449225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003547541,0.000005430564,0.0002466718,0.00001514118,0.00004691276,0.00002370382,0.0186733,1.718951e-7,0.000001346745,0.8954303,0.08347788,0.002075618],"study_design_scores_gemma":[0.00003819068,0.00005541142,0.00005175454,0.00004512016,0.00001407027,0.000006056645,0.03343182,0.000519737,0.00004157009,0.01374765,0.9519642,0.00008439078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1161027,0.01081642,0.001073657,0.1133333,0.01274328,0.0001743626,0.00004981297,0.001137519,0.7445689],"genre_scores_gemma":[0.9894927,0.00001911519,0.0000274865,0.0004241853,0.0003973032,0.000004702888,0.000004142006,0.000005694046,0.009624735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8816826,"threshold_uncertainty_score":0.9987822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02980914956705869,"score_gpt":0.2747747849102246,"score_spread":0.2449656353431659,"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."}}