{"id":"W2262848726","doi":"","title":"Abstract: Partial digestions in soil geochemical exploration: How buffering, adsorption, and mineral stabilities influence data processing and interpretation","year":2008,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Reagent; Chemistry; Mineralogy; Overburden; Geology; Mineral; Adsorption; Environmental chemistry; Mining engineering; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009990831,0.0008801042,0.0007806147,0.001675323,0.0008200587,0.00287698,0.001017664,0.000723428,0.002470138],"category_scores_gemma":[0.01502598,0.0007227093,0.0005300981,0.002881797,0.001766747,0.002720879,0.00160288,0.001298856,0.001594219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007599385,"about_ca_system_score_gemma":0.001382854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122958,"about_ca_topic_score_gemma":0.00312853,"domain_scores_codex":[0.996195,0.001518042,0.0003029134,0.0006706393,0.00119615,0.0001172973],"domain_scores_gemma":[0.9904598,0.004800198,0.0009669885,0.001170906,0.002386445,0.0002156446],"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":[0.001353477,0.00008783084,0.03494359,0.002819688,0.0005388235,0.0004831646,0.001894161,0.006589984,0.5552206,0.006827343,0.008346342,0.380895],"study_design_scores_gemma":[0.00008579021,0.0004837452,0.07497334,0.0005555726,0.0004246282,0.002003697,0.001946309,0.05070288,0.7485512,0.03540634,0.08453221,0.0003342755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3262703,0.0205308,0.6305024,0.004346263,0.000648403,0.0004452929,0.003800662,0.004630534,0.008825422],"genre_scores_gemma":[0.5626221,0.008876837,0.4178667,0.001338806,0.0002154857,0.0002446483,0.002558904,0.001276429,0.005000047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009990831,"threshold_uncertainty_score":0.05283719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03980290605497538,"score_gpt":0.247983647615715,"score_spread":0.2081807415607396,"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."}}