{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004041059,0.0002974768,0.0002668771,0.001023779,0.002020083,0.001339301,0.0007168145,0.0004799197,0.002814952],"category_scores_gemma":[0.0009184508,0.0001710425,0.0001728222,0.001384931,0.0007526439,0.0005513369,0.0003249348,0.0004188394,0.0002001315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01519618,"about_ca_system_score_gemma":0.01119745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932507,"about_ca_topic_score_gemma":0.9968904,"domain_scores_codex":[0.9998105,0.00001629401,0.000006165744,0.00004538639,0.00007162624,0.00004995346],"domain_scores_gemma":[0.9993827,0.00006887382,0.00007031266,0.00002087948,0.0004012571,0.00005593035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001075524,0.0002523522,0.7334324,0.0004037179,0.0003186613,0.001556855,0.003332649,0.01238736,0.08769275,0.003690599,0.01390979,0.1419474],"study_design_scores_gemma":[0.00003134564,0.00001730595,0.9826564,0.00006748347,0.00002613367,0.00008659365,0.00100571,0.006289425,0.001931422,0.0001794758,0.007678504,0.00003023556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778624,0.001188073,0.00131688,0.001139493,0.00002524796,0.00005683859,0.002750967,0.00009570336,0.01556432],"genre_scores_gemma":[0.994668,0.000237125,0.001005618,0.0001202524,0.000005496564,0.000009393157,0.0004134006,0.00001428316,0.00352651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01519618,"threshold_uncertainty_score":0.1102565,"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."}}