{"id":"W3159102813","doi":"10.3390/min11050471","title":"Mineralogy, Mineral Chemistry and SWIR Spectral Reflectance of Chlorite and White Mica","year":2021,"lang":"en","type":"article","venue":"Minerals","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Chlorite; Mica; Illite; Mineral; Spectral signature; Mineralogy; Hyperspectral imaging; Muscovite; Chemistry; Clay minerals; Geology; Kaolinite; Absorption (acoustics); Optics; Physics; Remote sensing; Quartz","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":[0.000120749,0.0001711084,0.0002835325,0.00001746789,0.00005518986,0.00005787013,0.0002437392,0.0001001495,0.00007420237],"category_scores_gemma":[0.0001240364,0.0001660893,0.00004716705,0.0002403686,0.0001208816,0.000145958,0.0002566725,0.0001336226,0.000001469853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008712714,"about_ca_system_score_gemma":0.00004118913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001057595,"about_ca_topic_score_gemma":0.00001104576,"domain_scores_codex":[0.9988041,0.00002934524,0.0002629451,0.0004871636,0.0001224394,0.0002940079],"domain_scores_gemma":[0.9992142,0.00005210899,0.00009622637,0.000402943,0.0001267288,0.0001077841],"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":[0.000005781558,0.00002859279,0.002109053,0.0001122986,0.00001519983,0.00006422352,0.000225493,0.00001668718,0.9927407,0.001380526,0.002981546,0.0003198808],"study_design_scores_gemma":[0.001318118,0.00008406674,0.009898812,0.0001460311,0.00002652028,0.001142703,0.0001008496,0.009342713,0.9274436,0.01097837,0.03882645,0.0006917281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424036,0.001416302,0.0006717728,0.007172822,0.00008062505,0.00005463334,0.000006927641,0.00005012238,0.04814325],"genre_scores_gemma":[0.9485691,0.00008704479,0.01989851,0.000289221,0.0001378415,0.00000627047,0.0000114692,0.00000359551,0.03099699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06529708,"threshold_uncertainty_score":0.6772926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104789963273856,"score_gpt":0.2251186104453831,"score_spread":0.2140707108126446,"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."}}