{"id":"W2980850947","doi":"","title":"FIELD HYPERSPECTRAL VISIBLE IMAGING SPECTROSCOPY OF SERPENTINE DEPOSITS IN QUEBEC: IMPLICATIONS FOR THE VALUE OF VISIBLE SPECTROSCOPY IN PLANETARY EXPLORATION","year":2012,"lang":"en","type":"article","venue":"2012 GSA Annual Meeting in Charlotte","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hyperspectral imaging; Spectroscopy; Remote sensing; Field (mathematics); Imaging spectroscopy; Geology; Materials science; Optics; Physics; Astronomy; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006121253,0.0002592545,0.0004926308,0.0004210212,0.00007527646,0.0000274914,0.0004012194,0.0001285019,0.0001127136],"category_scores_gemma":[0.000253246,0.000235275,0.000122028,0.0009370673,0.00007139103,0.0007672873,0.00007621645,0.0003427874,0.000003637693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001708247,"about_ca_system_score_gemma":0.00007024452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009395515,"about_ca_topic_score_gemma":0.004655341,"domain_scores_codex":[0.9978911,0.00004825964,0.0008010193,0.0003465555,0.0002162451,0.000696848],"domain_scores_gemma":[0.9983351,0.0007560509,0.0003563158,0.0004214838,0.00005884039,0.00007218148],"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":[0.0001783753,0.0003514779,0.4651862,0.000182033,0.00003735135,9.332439e-7,0.001807312,0.0003184176,0.5303442,0.0007883059,0.0006320861,0.0001733009],"study_design_scores_gemma":[0.0008771081,0.00006493553,0.07855563,0.0001852021,0.00008526172,0.000004797465,0.003227534,0.0008678602,0.9153278,0.0003918573,0.0001565081,0.0002554895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884158,0.00502188,0.001139592,0.002225322,0.0001323099,0.0003517611,0.00008111339,0.000037226,0.00259502],"genre_scores_gemma":[0.9951982,0.0003194905,0.003738004,0.0000939512,0.0002630531,0.0000947268,0.00005749696,0.00003451594,0.0002005002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3866306,"threshold_uncertainty_score":0.997201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718580918927929,"score_gpt":0.2976094999292318,"score_spread":0.2804236907399525,"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."}}