{"id":"W4248023920","doi":"10.2110/palo.2016.104","title":"FRAMBOIDAL PYRITE SHROUD CONFIRMS THE ‘DEATH MASK' MODEL FOR MOLDIC PRESERVATION OF EDIACARAN SOFT-BODIED ORGANISMS—A REPLY","year":2017,"lang":"en","type":"article","venue":"Palaios","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Shroud; Pyrite; Geology; Paleontology; Geochemistry; Archaeology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006136992,0.0006652846,0.0009773332,0.0005756447,0.002159036,0.002514524,0.003285215,0.01282043,0.004759643],"category_scores_gemma":[0.02548629,0.0003552813,0.0004712328,0.0004713904,0.01000436,0.006974583,0.002999882,0.02424215,0.003818143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002619408,"about_ca_system_score_gemma":0.002196498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01580952,"about_ca_topic_score_gemma":0.01519058,"domain_scores_codex":[0.9981323,0.0003762,0.0002163739,0.0006881163,0.0004133585,0.0001737759],"domain_scores_gemma":[0.9773993,0.01310155,0.00130579,0.001693794,0.005250214,0.001249374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002112928,0.00003801321,0.005040389,0.0003041267,0.0001050842,0.0007096644,0.001930992,0.0003657574,0.001649723,0.01982892,0.930718,0.03909799],"study_design_scores_gemma":[0.00009143744,0.00008281248,0.009721711,0.0004535876,0.00007457535,0.001333995,0.004563942,0.001312966,0.002500809,0.06879415,0.9108315,0.0002385474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001779064,0.002471034,0.0007483755,0.9833568,0.01055836,0.00000492146,0.00008005642,0.0000404698,0.0009609492],"genre_scores_gemma":[0.06896036,0.004798875,0.001630767,0.8658417,0.04965052,0.00002425118,0.00008809329,0.0001165391,0.008888903],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01580952,"threshold_uncertainty_score":0.03245592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403796767419894,"score_gpt":0.3119840415019014,"score_spread":0.2679460738277025,"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."}}