{"id":"W4318827696","doi":"10.1089/ast.2021.0184","title":"Absorption and Scattering of UV and Visible Light Through Simulated Martian Regoliths and Rock Samples","year":2023,"lang":"en","type":"article","venue":"Astrobiology","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Regolith; Martian; Martian soil; Mars Exploration Program; Astrobiology; Scattering; Ultraviolet; Materials science; Environmental science; Optoelectronics; Optics; Martian surface; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000581951,0.00005960506,0.0001032923,0.00003604454,0.00005495904,0.00001302093,0.00002706577,0.0000242323,0.00001775799],"category_scores_gemma":[0.000002067576,0.00005190005,0.000008210093,0.00007931865,0.00003729584,0.0001681946,0.00003849199,0.00003346075,0.00001898066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001333604,"about_ca_system_score_gemma":0.00000529924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001307757,"about_ca_topic_score_gemma":0.00001112711,"domain_scores_codex":[0.9995883,0.00001926244,0.00009945463,0.0001465142,0.00001963102,0.0001268301],"domain_scores_gemma":[0.9998329,0.00003252451,0.00004134846,0.00005925554,0.00001021544,0.00002380913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000311358,0.00001515679,0.7380422,0.00002410212,0.00004071732,9.621823e-7,0.001033594,0.001534743,0.2511303,0.002520334,0.0004901749,0.005136562],"study_design_scores_gemma":[0.001239952,0.0005384403,0.9342633,0.00007809361,0.00004586311,0.00001365314,0.002189099,0.02132674,0.01765794,0.01591373,0.006348673,0.0003844781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986072,0.00003606696,0.0007514518,0.0003911092,0.00003434171,0.00005520355,0.00002295052,0.0000143333,0.00008734773],"genre_scores_gemma":[0.999468,0.00001960765,0.0001821461,0.00002073229,0.00003538063,0.000001472665,0.0002260832,0.00000277309,0.00004374776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2334723,"threshold_uncertainty_score":0.2116423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844330071861893,"score_gpt":0.2404001462062197,"score_spread":0.2219568454876008,"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."}}