{"id":"W7054299057","doi":"","title":"Advancing Mars Life Detection: Insights from a Glaciovolcanic Analogue and Enhanced Rover Survey Techniques","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; European Commission","keywords":"Mars rover; Mars Exploration Program; Exploration of Mars; Life on Mars","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003842019,0.0002091274,0.0002074261,0.0008669576,0.0002564552,0.001228683,0.000408735,0.0003762456,0.002102644],"category_scores_gemma":[0.0009134588,0.0001892507,0.0001729321,0.0008023558,0.0003349054,0.0008795745,0.0005396355,0.0004637659,0.0003548377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725176,"about_ca_system_score_gemma":0.0001877281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002864888,"about_ca_topic_score_gemma":0.009278045,"domain_scores_codex":[0.9998388,0.00002291946,0.000003609747,0.00003722584,0.00006940649,0.00002809434],"domain_scores_gemma":[0.99968,0.0001016102,0.00004562478,0.00003423655,0.0001061626,0.0000323368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008930231,0.0002102796,0.1935587,0.0002585827,0.00013202,0.0009125969,0.00217678,0.01893535,0.2576841,0.01000472,0.005395409,0.5098385],"study_design_scores_gemma":[0.00005063871,0.0006295271,0.8174036,0.00007811487,0.0001794898,0.001815188,0.001767897,0.1003281,0.03683493,0.006472313,0.03432897,0.0001113981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9084507,0.0027819,0.03733815,0.0008881234,0.00007248672,0.00005687481,0.0004110073,0.000299205,0.04970161],"genre_scores_gemma":[0.9761695,0.001030331,0.01783271,0.00009834953,0.00005323953,0.000008372611,0.000284954,0.00009797011,0.004424611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002864888,"threshold_uncertainty_score":0.007034063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007160989691852144,"score_gpt":0.2391132167592833,"score_spread":0.2319522270674312,"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."}}