{"id":"W7051582050","doi":"","title":"Options for post-landing extraction of solid-core samples from the NASA-ESA Mars Sample Return mission","year":2023,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"National Aeronautics and Space Administration","keywords":"Sample (material); Mars Exploration Program; Extraction (chemistry); Matching (statistics)","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":[0.0001817839,0.00006837976,0.0001255572,0.00008344097,0.0002639621,0.000009680049,0.0002203047,0.00003309493,0.02406018],"category_scores_gemma":[0.00001310017,0.00006426345,0.0001104851,0.0002084058,0.00006132692,0.00003980075,0.0001298643,0.00008545307,0.00001425738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007562695,"about_ca_system_score_gemma":0.00005765886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01843025,"about_ca_topic_score_gemma":0.0003722721,"domain_scores_codex":[0.9993881,0.00003277058,0.0001003918,0.0001489948,0.0001804879,0.0001492815],"domain_scores_gemma":[0.9988682,0.0006357951,0.0001138882,0.0002062984,0.0001270195,0.00004881523],"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":[0.0004456429,0.0003045725,0.1715105,0.0001138057,0.0002814324,0.000004217442,0.003733627,0.00008646416,0.6076871,0.01237278,0.07213201,0.1313278],"study_design_scores_gemma":[0.003412498,0.0004867768,0.6920571,0.0003006131,0.0002622705,6.485973e-7,0.06366199,0.02522254,0.006594959,0.009630946,0.1978741,0.0004956234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797179,0.00001160984,0.01308996,0.003967968,0.00008043803,0.0003760507,0.001470788,0.00002337142,0.00126196],"genre_scores_gemma":[0.9925624,0.00002177504,0.003063251,0.000008366709,0.00006982295,9.792261e-7,0.0004696537,0.00000670354,0.003797014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6010922,"threshold_uncertainty_score":0.9881061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05100665129669474,"score_gpt":0.2965584665349167,"score_spread":0.2455518152382219,"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."}}