{"id":"W4286692939","doi":"10.1007/978-3-642-27833-4_1455-7","title":"Soda Lake","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Environmental science; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007874053,0.0002041445,0.0003603726,0.00005962748,0.00008329707,0.000002049894,0.0002132295,0.0001197498,0.2044838],"category_scores_gemma":[0.00000633301,0.000177472,0.0001128331,0.00001366109,0.0001956799,0.00003002265,0.00009641186,0.0002683007,0.0005162805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003910018,"about_ca_system_score_gemma":0.00002144867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003293162,"about_ca_topic_score_gemma":0.004389805,"domain_scores_codex":[0.9991404,0.00001909279,0.0002588903,0.0002667518,0.0001086015,0.000206203],"domain_scores_gemma":[0.9995257,0.00008092906,0.0001680863,0.0001729939,0.00000531081,0.00004697657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001269611,0.00003222497,0.6530544,0.00008001421,0.0004244752,0.00009172939,0.0001952104,0.0006805084,0.000002669693,0.008746204,0.05721684,0.2793487],"study_design_scores_gemma":[0.00008738039,0.0002715373,0.0512046,0.000004109686,0.00002580692,0.00000901293,0.0000125776,0.000002089055,2.953377e-7,0.001250734,0.9469805,0.0001513676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001335319,0.0007778889,0.000002029204,0.00007727418,0.0005838963,0.0001061273,0.0006844553,0.00001602948,0.996417],"genre_scores_gemma":[0.006795909,0.008372148,0.0004353217,0.0001541061,0.0003793892,0.000002608453,0.00263099,0.00001325816,0.9812163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8897637,"threshold_uncertainty_score":0.7962434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007309403364861744,"score_gpt":0.167625529351765,"score_spread":0.1603161259869033,"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."}}