{"id":"W3129389450","doi":"10.14351/0831-4985-33.1.18","title":"Burn Notice: A Practical Solution for Labels Damaged by Pyritic Specimens","year":2019,"lang":"en","type":"article","venue":"Collection Forum","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyrite; Notice; Sulfuric acid; Sulfide; Natural (archaeology); Lift (data mining); Forensic engineering; Environmental science; Engineering; Geology; Chemistry; Computer science; History; Archaeology; Mineralogy; Law; Political science; Organic chemistry; Data mining","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":[0.006812076,0.001041885,0.0003548804,0.002035171,0.00756309,0.00232251,0.003154418,0.004003106,0.09019711],"category_scores_gemma":[0.01565559,0.0005828298,0.000639073,0.0006685258,0.00220081,0.004628615,0.004978184,0.002910354,0.02389679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006837046,"about_ca_system_score_gemma":0.002022696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001275169,"about_ca_topic_score_gemma":0.004742354,"domain_scores_codex":[0.9960281,0.001376475,0.0002625721,0.000432602,0.001558591,0.0003416846],"domain_scores_gemma":[0.992884,0.001704058,0.0006623776,0.001919112,0.001753814,0.001076638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006148291,0.00096292,0.004066658,0.0007472116,0.00003133193,0.003011544,0.01303253,0.0007511981,0.03520564,0.009491873,0.2418379,0.6902463],"study_design_scores_gemma":[0.0001800044,0.00160676,0.009998287,0.001191552,0.00008643399,0.006806026,0.03385624,0.002964393,0.03575411,0.01266952,0.8946495,0.000237154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1787038,0.002284636,0.4753475,0.05713382,0.01068594,0.007704591,0.00112644,0.01812799,0.2488852],"genre_scores_gemma":[0.168727,0.000839333,0.6182036,0.005782424,0.001543975,0.001879701,0.0006563124,0.002833937,0.1995337],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09019711,"threshold_uncertainty_score":0.3017394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748593022253106,"score_gpt":0.2805568516952079,"score_spread":0.2430709214726769,"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."}}