{"id":"W1982250767","doi":"10.1016/j.pss.2010.03.001","title":"Human factors research as part of a Mars exploration analogue mission on Devon Island","year":2010,"lang":"en","type":"article","venue":"Planetary and Space Science","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais","funders":"NASA Astrobiology Institute; National Aeronautics and Space Administration","keywords":"Crew; Mars Exploration Program; Exploration of Mars; Duration (music); Aeronautics; Space exploration; Schedule; Human spaceflight; Workload; Computer science; Habitability; Operations research; Systems engineering; Engineering; Aerospace engineering; Astrobiology","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":[],"consensus_categories":[],"category_scores_codex":[0.001035959,0.0000898118,0.0001619797,0.0003029318,0.0002387497,0.00001762602,0.0001133313,0.00008835367,0.0001890289],"category_scores_gemma":[0.0003852677,0.00006091534,0.00001491921,0.0003595712,0.000735472,0.0001409008,0.00003627382,0.0003466327,0.00002434547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001047963,"about_ca_system_score_gemma":0.00009179061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005572173,"about_ca_topic_score_gemma":0.0008000759,"domain_scores_codex":[0.9988285,0.00007181673,0.0001083928,0.000315247,0.0004155369,0.0002604709],"domain_scores_gemma":[0.9992584,0.0001835803,0.00004547526,0.0002463747,0.0000782571,0.0001879432],"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":[0.0001492076,0.00007114258,0.1498368,0.00003226015,0.000005947748,0.00002694788,0.0006539366,0.000006753694,0.845834,0.001226187,0.001606833,0.0005499286],"study_design_scores_gemma":[0.001157132,0.005762161,0.6817817,0.0002063609,0.00002868433,0.0001132504,0.000960335,0.0009783169,0.286755,0.001087264,0.02090051,0.0002693471],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995446,0.00003290476,0.000003580568,0.001422816,0.0001611713,0.0002242219,0.0000123438,0.0000128495,0.002684165],"genre_scores_gemma":[0.9992344,0.00002989633,0.0001203915,0.00006113778,0.00005908531,0.000001668572,0.00008661393,0.000003784425,0.0004029834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5590791,"threshold_uncertainty_score":0.2709877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07368816751192618,"score_gpt":0.3675697624312433,"score_spread":0.2938815949193171,"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."}}