{"id":"W2998196299","doi":"","title":"Bringing Home a Piece of Mars from the Utah Desert: A Canadian Robotic Deployment in Support of Mars Sample Return","year":2016,"lang":"en","type":"article","venue":"AGUFM","topic":"Space Exploration and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mars Exploration Program; Software deployment; Desert (philosophy); Sample (material); Astrobiology; Exploration of Mars; Life on Mars; Remote sensing; Physical geography; Geography; Computer science; Martian; Political science; Physics; Operating system","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":[0.00009170463,0.0000807809,0.0001490646,0.0001362438,0.000013637,0.000004603602,0.0001722377,0.00006649541,0.0001889641],"category_scores_gemma":[0.00007721494,0.00005848946,0.00003681183,0.0001841651,0.00003713986,0.00005781557,0.00002543723,0.00007288929,0.00001712418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050923,"about_ca_system_score_gemma":0.0000457956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08205122,"about_ca_topic_score_gemma":0.3115377,"domain_scores_codex":[0.9994143,0.00001290104,0.0001839438,0.00009954035,0.00008110628,0.0002081748],"domain_scores_gemma":[0.9995155,0.0001256868,0.00003192959,0.0002587203,0.0000166954,0.00005149035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005916314,0.0001059079,0.7586908,0.0001461988,0.0005389868,0.0001568289,0.007256863,0.02539355,0.1035119,0.008289337,0.02084614,0.07500428],"study_design_scores_gemma":[0.007961707,0.0005619244,0.5512143,0.001378214,0.0002426044,0.00006646309,0.004587859,0.07926346,0.2049446,0.02280183,0.1245624,0.002414636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993744,0.0001512025,0.002563238,0.002873346,0.0001645726,0.0001337639,0.00004200858,0.00008456829,0.0002433513],"genre_scores_gemma":[0.9990112,0.00004365091,0.0007618405,0.00008147523,0.00001214026,0.00001239097,0.000006215925,0.00002010756,0.00005094014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2294865,"threshold_uncertainty_score":0.9240615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211329597260118,"score_gpt":0.1947173856654053,"score_spread":0.1826040896928041,"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."}}