{"id":"W2566632607","doi":"","title":"Raman Spectroscopy Applied to Mars Water Cycle Studies","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Mars Exploration Program; Astrobiology; Raman spectroscopy; Water cycle; Spectroscopy; Remote sensing; Environmental science; Materials science; Physics; Geology; Optics; Astronomy; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003803141,0.0001318665,0.0001583309,0.00004378128,0.0001743306,0.00007436919,0.0001466764,0.00002044399,0.000006342247],"category_scores_gemma":[0.00001353832,0.00009954713,0.00003041429,0.00006215835,0.00002600808,0.0001467307,0.00004315446,0.00009311935,0.002238894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000115998,"about_ca_system_score_gemma":0.000007655914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007507183,"about_ca_topic_score_gemma":0.0002324626,"domain_scores_codex":[0.9990053,0.00001804427,0.0002001046,0.0002576999,0.0001606701,0.0003581832],"domain_scores_gemma":[0.9995879,0.00005847977,0.00005234062,0.0001730394,0.00002744102,0.0001008292],"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":[0.0001260565,0.0003317142,0.1838031,0.00007683512,0.0002782772,0.00001109426,0.01418975,0.2331806,0.5215688,0.00459778,0.01919398,0.02264202],"study_design_scores_gemma":[0.002015996,0.0005686638,0.1641982,0.0003076028,0.0001506406,0.000003556276,0.009413392,0.003254358,0.6930004,0.05544212,0.06928607,0.002358996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96072,0.00000598602,0.0002102206,0.0005354887,0.0001882747,0.0001170174,0.000002686131,0.00004695523,0.03817334],"genre_scores_gemma":[0.9972066,0.000001086324,0.001853704,0.0002920636,0.0003956207,0.00001455402,0.00009425289,0.000009452197,0.0001326232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2299262,"threshold_uncertainty_score":0.998538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153994934365999,"score_gpt":0.2458095406813746,"score_spread":0.2304100472447747,"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."}}