{"id":"W2107734755","doi":"10.5539/apr.v2n2p156","title":"Analysis of the Corrosion Products of the Ancient Bronzes Excavated from Qiaojiayuan Tombs","year":2010,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chinese Academy of Sciences","keywords":"Malachite; Corrosion; Cuprite; Copper; Metallurgy; Materials science; Rust (programming language)","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":[0.0001191034,0.0003973004,0.000339729,0.002647194,0.000941472,0.0003370699,0.0002418595,0.0003400066,0.001429077],"category_scores_gemma":[0.0001558187,0.0002825777,0.0002185865,0.00206006,0.0004920752,0.0001415164,0.0002820849,0.0002572896,0.0001791906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475258,"about_ca_system_score_gemma":0.0002216857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0174777,"about_ca_topic_score_gemma":0.04579937,"domain_scores_codex":[0.9999062,0.000005404569,0.000004288318,0.00002036573,0.00004380238,0.00001995379],"domain_scores_gemma":[0.9999412,0.000006721572,0.00001258856,0.00000328973,0.00002546198,0.00001066528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003448879,0.0000460946,0.1440602,0.0006469456,0.00009267778,0.003705842,0.01137146,0.0003276899,0.7834903,0.00043249,0.0003898949,0.05509159],"study_design_scores_gemma":[0.000006353035,0.0001171871,0.9624041,0.00002252389,0.0000526828,0.002179338,0.003139283,0.0002859278,0.02717427,0.0000614098,0.004537591,0.00001927806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983165,0.000240621,0.0004366942,0.00001411257,0.000004339347,0.00001059702,0.0001786377,0.000006576778,0.0007920182],"genre_scores_gemma":[0.9924415,0.0004898071,0.001656456,0.00002637864,0.00001005523,0.0000162945,0.0004360446,0.00001179418,0.004911667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0174777,"threshold_uncertainty_score":0.03475189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08205104634075015,"score_gpt":0.297364210317729,"score_spread":0.2153131639769789,"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."}}