{"id":"W4290725487","doi":"10.3390/mining2030027","title":"An Investigation of Thermal Effects on Micro-Properties of Sudbury Norite by CT Scanning and Image Processing Method","year":2022,"lang":"en","type":"article","venue":"Mining","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glencore (Canada); University of Waterloo","funders":"","keywords":"Norite; Biotite; Porosity; Materials science; Quartz; Mineralogy; Scanning electron microscope; Thermal; Geology; Composite material; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002991448,0.00008741095,0.000141993,0.00007617338,0.0001032863,0.00001532845,0.00006822019,0.00001494294,0.000001981358],"category_scores_gemma":[0.00000995047,0.00008961809,0.0000169976,0.00008866478,0.0000085103,0.0001175802,0.00003734779,0.0001021453,6.220213e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001882842,"about_ca_system_score_gemma":0.0000122042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002882988,"about_ca_topic_score_gemma":4.795141e-7,"domain_scores_codex":[0.9994436,0.00004981789,0.0001601353,0.0001188725,0.0001125066,0.0001150683],"domain_scores_gemma":[0.999788,0.00002606584,0.00005344702,0.00008070575,0.00002093093,0.00003083096],"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":[0.000007271781,0.000003745975,0.000157275,0.0002572855,0.00000814823,0.000001177337,0.003662609,0.03595272,0.9331395,0.000003508889,0.000009540418,0.02679723],"study_design_scores_gemma":[0.0001129633,0.00005921552,0.00004624149,0.0001268489,0.000009338742,0.00000231618,0.0006571406,0.339735,0.6591678,0.000009858177,0.000006440177,0.00006684161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903983,0.001362012,0.008018393,0.000007016484,0.00005754527,0.00006811513,0.000003511103,0.00004147633,0.00004355559],"genre_scores_gemma":[0.9834341,0.000004343563,0.01646734,0.00002301125,0.00001975861,0.00001323349,0.000005162776,0.00002708785,0.000005969314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3037823,"threshold_uncertainty_score":0.365452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411881323795066,"score_gpt":0.2304304275184451,"score_spread":0.2163116142804944,"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."}}