{"id":"W2568652538","doi":"10.1002/2016je005219","title":"Spectral properties of Martian and other planetary glasses and their detection in remotely sensed data","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Planets","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration","keywords":"Mars Exploration Program; Martian; Pyroclastic rock; Spectral line; VNIR; Martian surface; Mineralogy; Spectroscopy; Astrobiology; Atmosphere of Mars; Geology; Materials science; Remote sensing; Volcano; Hyperspectral imaging; Physics; Geochemistry; Astronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003585605,0.0003252317,0.0001285154,0.000816691,0.0001474017,0.0002390453,0.0002260543,0.0002932313,0.0005068958],"category_scores_gemma":[0.0005884907,0.000116162,0.0004148263,0.0005380387,0.0001789769,0.0002970984,0.0001860781,0.000114787,0.0001438053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002673658,"about_ca_system_score_gemma":0.0001336354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006439631,"about_ca_topic_score_gemma":0.007115379,"domain_scores_codex":[0.9998299,0.00002293974,0.00001132366,0.00007870201,0.00003843472,0.0000187256],"domain_scores_gemma":[0.9997734,0.00008827993,0.00004084119,0.00003764692,0.00004281345,0.00001698149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009905403,0.0004563471,0.4938698,0.0002921248,0.0002866287,0.000499939,0.0004496986,0.1064767,0.2979919,0.0004769195,0.0009063553,0.09730306],"study_design_scores_gemma":[0.00004797696,0.0002776873,0.6820755,0.00001558144,0.000122439,0.0002658328,0.0002808883,0.2404446,0.07458392,0.0002300646,0.001613601,0.00004194857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976472,0.00003135089,0.001223139,0.00000851941,0.000002064592,0.000008784432,0.0007860632,0.00008994195,0.0002029798],"genre_scores_gemma":[0.9953498,0.00002335011,0.002537978,0.000004779592,0.000002098385,0.00001002544,0.001987275,0.00001518476,0.00006936213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006439631,"threshold_uncertainty_score":0.01280427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281913694695697,"score_gpt":0.3283463752097902,"score_spread":0.2001550057402205,"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."}}