{"id":"W2138052491","doi":"10.2113/gscanmin.39.5.1347","title":"THE CHARACTERIZATION AND QUANTITATIVE ANALYSIS OF CLAY MINERALS IN THE ATHABASCA BASIN, SASKATCHEWAN: APPLICATION OF SHORTWAVE INFRARED REFLECTANCE SPECTROSCOPY","year":2001,"lang":"en","type":"article","venue":"The Canadian Mineralogist","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shortwave; Characterization (materials science); Near infrared reflectance spectroscopy; Reflectivity; Clay minerals; Geology; Diffuse reflectance infrared fourier transform; Spectroscopy; Mineralogy; Infrared; Geochemistry; Infrared spectroscopy; Environmental science; Materials science; Near-infrared spectroscopy; Chemistry; Optics; Nanotechnology; Physics; Radiative transfer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0002234308,0.0003751474,0.000147498,0.001766195,0.0009109423,0.0006228387,0.0003316553,0.0001908093,0.0007541027],"category_scores_gemma":[0.0002634379,0.000200759,0.0001768055,0.001447006,0.0003794891,0.0002455506,0.000401852,0.0002280892,0.0002221991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910165,"about_ca_system_score_gemma":0.002523467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5933462,"about_ca_topic_score_gemma":0.8839185,"domain_scores_codex":[0.9997618,0.00002493585,0.00001824962,0.00005853455,0.00009814872,0.00003837384],"domain_scores_gemma":[0.9997675,0.00002408722,0.00003038499,0.00001285182,0.0001241452,0.00004095038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000193077,0.0001113243,0.4769834,0.0001639488,0.0001736268,0.0006335595,0.001272641,0.001342289,0.4796944,0.0002136765,0.0004016228,0.03881658],"study_design_scores_gemma":[0.0000154263,0.00006078621,0.9779214,0.00001947218,0.00005140584,0.0001596413,0.001204767,0.001966209,0.01657494,0.00008655297,0.001909075,0.00003036545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967067,0.0001863532,0.0007373121,0.00004630022,0.000001998037,0.00005178968,0.0007158787,0.00002569831,0.001527934],"genre_scores_gemma":[0.9942014,0.0003431625,0.002832994,0.00006311642,0.00000197474,0.00004978661,0.001028386,0.000008151394,0.001470883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4066538,"threshold_uncertainty_score":0.8180972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736921368915044,"score_gpt":0.258278756446269,"score_spread":0.2409095427571185,"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."}}