{"id":"W2328064750","doi":"10.1130/g32452.1","title":"Corona networks as three-dimensional records of transport scale and pathways during metamorphism","year":2012,"lang":"en","type":"article","venue":"Geology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Texas at Austin; National Science Foundation","keywords":"Metamorphism; Citation; Icon; Scale (ratio); World Wide Web; Computer science; Library science; Geology; History; Information retrieval; Geography; Paleontology; Cartography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001840313,0.0001086607,0.0002703498,0.0000372707,0.00008238547,0.000001808059,0.00009226175,0.0001163306,0.01401282],"category_scores_gemma":[0.00001398837,0.00007699969,0.00007765646,0.0001193878,0.0002351616,0.00007234349,0.00001842778,0.0001275738,0.00008717858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.900602e-7,"about_ca_system_score_gemma":0.000008066698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004491372,"about_ca_topic_score_gemma":0.008148592,"domain_scores_codex":[0.9990933,0.00003784418,0.0002081065,0.0001870418,0.0001088823,0.0003648419],"domain_scores_gemma":[0.999539,0.00009786488,0.00006436149,0.0001030153,0.00002576712,0.0001700323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004747641,0.00002099211,0.9955716,0.000005931858,0.00002803094,0.000006702314,0.00002283125,0.00113378,0.0002082208,0.0001080075,0.00001255521,0.00283387],"study_design_scores_gemma":[0.0001693933,0.00007752902,0.9883603,0.000002590859,0.00004519714,0.00006528103,0.00000950524,0.002932478,0.0002779372,0.007776555,0.0001817326,0.0001014502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942963,0.002201168,0.00005590533,0.0002216294,0.0001439992,0.00004696725,0.00001152851,0.00001782011,0.003004651],"genre_scores_gemma":[0.9990319,0.00003974608,0.0004520155,0.0001707251,0.0000963416,8.90539e-7,0.0000759137,0.000001351232,0.0001311375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01392564,"threshold_uncertainty_score":0.9868885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193388900582462,"score_gpt":0.1768221561968738,"score_spread":0.1648882671910492,"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."}}