{"id":"W4387616771","doi":"10.3897/aca.6.e108122","title":"Exploring Biomarker Signatures in Glaciovolcanic Environments: Implications for the Search for Life on Mars","year":2023,"lang":"en","type":"article","venue":"ARPHA Conference Abstracts","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University","funders":"Canadian Space Agency; European Commission","keywords":"Context (archaeology); Sediment; Environmental chemistry; Organic matter; Environmental science; Mars Exploration Program; Mangrove; Water column; Chemistry; Geology; Oceanography; Ecology; Geomorphology; Astrobiology; Biology; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004158764,0.000614276,0.0005315358,0.001565586,0.00104442,0.001863565,0.0006655593,0.000672464,0.0009664835],"category_scores_gemma":[0.0005456822,0.0002131766,0.0002574422,0.0025137,0.0008599611,0.001192361,0.0006045817,0.0005416379,0.00009291228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009585529,"about_ca_system_score_gemma":0.0008851371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152462,"about_ca_topic_score_gemma":0.02695061,"domain_scores_codex":[0.9998504,0.00002986945,0.0000077767,0.00003755328,0.00002544275,0.00004906506],"domain_scores_gemma":[0.9997095,0.00004788235,0.00009904029,0.00001160342,0.00007268402,0.0000591756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002630805,0.0001588788,0.746825,0.0003394503,0.000142391,0.000447649,0.00287636,0.001524305,0.2007626,0.0008735074,0.0005580111,0.04522868],"study_design_scores_gemma":[0.000003501425,0.0001733702,0.9826498,0.00004855569,0.00004372332,0.0001913495,0.005730608,0.001300565,0.006190042,0.00103795,0.002605034,0.00002544715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935982,0.00273185,0.001340568,0.0007151627,0.00001597546,0.00001858857,0.0005370891,0.00002180361,0.001020795],"genre_scores_gemma":[0.993136,0.001773181,0.004001071,0.0002301413,0.0000296058,0.00002638202,0.0003921988,0.00001080594,0.000400579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0152462,"threshold_uncertainty_score":0.03031486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.235816338211863,"score_gpt":0.3400381568902568,"score_spread":0.1042218186783938,"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."}}