{"id":"W1588890979","doi":"","title":"In Situ Geophysical Exploration by Humans in Mars Analog Environments","year":2010,"lang":"en","type":"article","venue":"NASA STI Repository (National Aeronautics and Space Administration)","topic":"Space Exploration and Technology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mars Exploration Program; Exploration of Mars; Geology; Canyon; Impact crater; Terrain; Astrobiology; Geography; Geomorphology; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001137027,0.0001614541,0.0001469908,0.0001577434,0.00007776863,0.00006119346,0.00008671299,0.0001926312,0.00002230599],"category_scores_gemma":[0.00003272019,0.0001870072,0.00002835479,0.0001711486,0.00009399209,0.0004639199,0.00001905515,0.0003665118,0.00001778863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009186079,"about_ca_system_score_gemma":0.0000517283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066663,"about_ca_topic_score_gemma":0.0008706662,"domain_scores_codex":[0.9989673,0.00002118524,0.0002997708,0.0002454874,0.0002902351,0.0001760295],"domain_scores_gemma":[0.999669,0.00005353441,0.00005145587,0.0001295561,0.00002730052,0.0000691302],"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":[0.00004929403,0.0005553413,0.0212561,0.00003353095,0.00004696206,0.00006386775,0.0004785858,0.002224618,0.7950034,0.1754595,0.004074375,0.0007543869],"study_design_scores_gemma":[0.004744665,0.00075959,0.6288208,0.00006222404,0.00005337692,0.0001241095,0.0009404568,0.05654014,0.1583656,0.02925407,0.1183436,0.001991308],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909943,0.00005626749,0.001580888,0.001976344,0.0003820698,0.0001989986,0.00001228513,0.00007568914,0.004723124],"genre_scores_gemma":[0.9982737,0.00004169854,0.000721484,0.00006958201,0.0000802695,0.00006050655,0.00010474,0.00001770753,0.0006303071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6366377,"threshold_uncertainty_score":0.7625933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008158254542496475,"score_gpt":0.2251921548058959,"score_spread":0.2170339002633994,"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."}}