{"id":"W4401583704","doi":"10.3390/min14080822","title":"Study on Column Leaching Behavior of Low-Grade High Calcium and Magnesium Copper Ore","year":2024,"lang":"en","type":"article","venue":"Minerals","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Windsor","funders":"","keywords":"Leaching (pedology); Sulfuric acid; Copper; Chemical reaction; Chemistry; Lixiviant; Inorganic chemistry; Magnesium; Calcium; Diffusion; Chemical kinetics; Kinetics; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001692833,0.0001313961,0.0001791812,0.0001031556,0.00003495756,0.0000598908,0.00005560103,0.00005384992,0.00008742879],"category_scores_gemma":[0.00001151563,0.0001102904,0.00004197139,0.0001023952,0.00001589989,0.00008891668,0.00001800477,0.0002123072,0.00002707337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002213684,"about_ca_system_score_gemma":0.000005018064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126092,"about_ca_topic_score_gemma":0.00003243347,"domain_scores_codex":[0.9993173,0.00003525322,0.0002050187,0.000166241,0.0001384367,0.0001377705],"domain_scores_gemma":[0.9997534,0.00004363501,0.00001424854,0.0001247768,0.000009841639,0.00005412583],"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":[0.0000072691,0.0001938285,0.001834572,0.0002397882,0.00003629969,0.00008656464,0.0007300948,0.000489808,0.988499,0.0004028607,0.003227304,0.004252544],"study_design_scores_gemma":[0.006413039,0.003733216,0.3936217,0.001526467,0.001516267,0.0003306458,0.008559718,0.04231117,0.4535114,0.0001859073,0.08407718,0.004213181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959025,0.0003698029,0.00005164813,0.00007119952,0.0006665825,0.000231294,0.0000179133,0.0001819097,0.00250712],"genre_scores_gemma":[0.9969597,0.000005518668,0.0000964852,0.00003152625,0.000124278,0.00002434105,0.000007884821,0.00002811138,0.002722134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5349876,"threshold_uncertainty_score":0.4497513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246572113328872,"score_gpt":0.2898057501733409,"score_spread":0.2573400290400522,"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."}}