{"id":"W6962841689","doi":"10.17632/7r84rdjz6s.2","title":"New insight into chert from silica phase transformation and (Si and O) isotope and trace element criterion constraints on origin: Implications for δ30Siseawater and paleo-temperature reconstructions","year":2024,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trace element; Sedimentary rock; Isotope; Fractionation; Stable isotope ratio; Proterozoic; Precambrian; Quartz","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":[0.0003707526,0.0002664187,0.000209484,0.0005635736,0.0004157967,0.0009806472,0.0003404284,0.0003491713,0.002267702],"category_scores_gemma":[0.0006360299,0.0001887987,0.0001896134,0.000645744,0.0004712213,0.000825759,0.0005476716,0.000387679,0.0003550999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030958,"about_ca_system_score_gemma":0.0009555284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01366745,"about_ca_topic_score_gemma":0.05075514,"domain_scores_codex":[0.9999067,0.000005707832,0.00000634049,0.00003962202,0.00002513293,0.00001654496],"domain_scores_gemma":[0.9998901,0.0000254416,0.00001686558,0.00001568951,0.00003996396,0.00001201217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005293798,0.00005313344,0.2076406,0.0003469173,0.0001412584,0.0008969348,0.001734372,0.008022283,0.6768958,0.019014,0.001646052,0.08307919],"study_design_scores_gemma":[0.0000755426,0.0001476144,0.7473375,0.000108308,0.000156056,0.001642014,0.001622021,0.06744774,0.119978,0.02004013,0.04136865,0.00007646836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9713272,0.0008999113,0.01585361,0.0002899698,0.00002794712,0.00001717017,0.0009516482,0.0001809529,0.01045163],"genre_scores_gemma":[0.9925645,0.0004323872,0.004781284,0.00009222875,0.000009706784,0.000005582937,0.0006474641,0.00008202963,0.001384798],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.01366745,"threshold_uncertainty_score":0.02717584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142876477016772,"score_gpt":0.2793648145912802,"score_spread":0.2579360498211125,"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."}}