{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006758297,0.0004738916,0.0002494727,0.001228403,0.0006648115,0.0006750717,0.0004584309,0.0005843388,0.00155939],"category_scores_gemma":[0.0006281724,0.0002944115,0.0003780329,0.001209924,0.0003750785,0.000462048,0.0005632165,0.0003895188,0.0003144778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821269,"about_ca_system_score_gemma":0.0003695234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003025222,"about_ca_topic_score_gemma":0.004789636,"domain_scores_codex":[0.9996191,0.0001372412,0.00001141861,0.00007594785,0.0001116057,0.00004455539],"domain_scores_gemma":[0.9997846,0.00007127946,0.00001639368,0.00002868624,0.00008719452,0.00001172573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002167384,0.00008900119,0.008811343,0.0002963559,0.00007298257,0.0002136343,0.0004362476,0.010062,0.8820524,0.001535934,0.0005149769,0.09569838],"study_design_scores_gemma":[0.00003179596,0.0007989196,0.04134261,0.0001021897,0.0001456983,0.0006576765,0.001260711,0.09671299,0.833308,0.004361899,0.02117081,0.000106642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8319783,0.006838084,0.137111,0.00053154,0.0002480556,0.0002598012,0.0005519855,0.0007663318,0.0217149],"genre_scores_gemma":[0.9590608,0.002293338,0.03583663,0.00007769281,0.00003162381,0.00006224518,0.00009200934,0.00006721924,0.002478322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003025222,"threshold_uncertainty_score":0.006015241,"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."}}