{"id":"W2035467558","doi":"10.1089/ast.2006.0029","title":"Biogeochemistry of Hypersaline Springs Supporting a Mid-Continent Marine Ecosystem: An Analogue for Martian Springs?","year":2007,"lang":"en","type":"article","venue":"Astrobiology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Microbial mat; Algal mat; Biogeochemistry; Geology; Spring (device); Ecosystem; Marine ecosystem; Oceanography; Meltwater; Sulfate; Bedrock; Geologic record; Algae; Ecology; Geochemistry; Cyanobacteria; Glacial period; Geomorphology; Chemistry; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009690258,0.0001664916,0.0002926521,0.00004531778,0.00005770411,0.000005993868,0.0002346779,0.0001506965,0.001292534],"category_scores_gemma":[0.00004794622,0.000142416,0.00009991921,0.0001301517,0.0001139823,0.00005679787,0.0002002193,0.0001189749,0.0000372097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006684492,"about_ca_system_score_gemma":0.00001026834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006191682,"about_ca_topic_score_gemma":0.0005087408,"domain_scores_codex":[0.9984481,0.00003248991,0.0005446664,0.0003801631,0.00007120339,0.0005234054],"domain_scores_gemma":[0.9991829,0.00006683304,0.0003186202,0.0002682804,0.00001761235,0.0001457904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001105415,0.00007417926,0.2295407,0.00005457801,0.00004716089,0.000007989069,0.0001043645,0.0003503207,0.7639284,0.00006996791,0.00007251617,0.005639296],"study_design_scores_gemma":[0.002624101,0.001181568,0.103586,0.00005322662,0.0001441241,0.0001218798,0.0005097035,0.002359077,0.84054,0.0004456888,0.04770894,0.0007256945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995979,0.00002071728,0.001305028,0.0001521576,0.0001568069,0.0002338667,0.00003719327,0.0000284469,0.002086792],"genre_scores_gemma":[0.9920912,0.000005398783,0.007264521,0.00005265406,0.0001038924,0.000009236497,0.0001703365,0.00001701285,0.0002857146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1259547,"threshold_uncertainty_score":0.9996204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00785850812024342,"score_gpt":0.2371828548488491,"score_spread":0.2293243467286057,"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."}}