{"id":"W2732617693","doi":"10.14351/0831-4985-31.1.23","title":"Fast, Nondestructive, and Cost-Effective Methods to Detect Pesticide Residues: A Case Study of Several Repatriated Karuk Tribe Artifacts","year":2017,"lang":"en","type":"article","venue":"Collection Forum","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mercury (programming language); Pesticide; Environmental chemistry; Arsenic; Pesticide residue; Chemistry; Chromatography; Environmental science; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005857669,0.0006762156,0.0003278221,0.001761165,0.001796609,0.0008648722,0.001217684,0.001225345,0.001218357],"category_scores_gemma":[0.001681233,0.0003511149,0.0004040065,0.0009190912,0.001074497,0.0004303655,0.0007170588,0.000578979,0.0005358216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805239,"about_ca_system_score_gemma":0.0003917765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005474228,"about_ca_topic_score_gemma":0.0209349,"domain_scores_codex":[0.999162,0.0001626043,0.00006329665,0.0001404333,0.0003749418,0.00009686397],"domain_scores_gemma":[0.9990694,0.0002630862,0.0001753454,0.0001435707,0.0002786782,0.00007002246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005722523,0.001467174,0.348878,0.0006403261,0.00009345303,0.3020495,0.04476868,0.001337773,0.1848665,0.0006037152,0.0006702978,0.1140523],"study_design_scores_gemma":[0.00004165775,0.003233933,0.3448307,0.00020898,0.0002269709,0.3410042,0.08309375,0.00685777,0.2000117,0.0007178907,0.01959451,0.0001778733],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995818,0.0001459829,0.002632695,0.00009069099,0.000009095478,0.00007521294,0.00003775943,0.00001425675,0.00117642],"genre_scores_gemma":[0.985774,0.0002199635,0.0107273,0.0000911837,0.00001186618,0.0000314865,0.00004325139,0.00001995575,0.003080849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005474228,"threshold_uncertainty_score":0.01088476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05339233513493002,"score_gpt":0.3423704197886359,"score_spread":0.2889780846537059,"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."}}