{"id":"W4238115273","doi":"10.46427/gold2020.1851","title":"Study of Electrical Potential, Remote Sensing, and Preservation of Biosignatures at Sites of Serpentinization (SERP)","year":2020,"lang":"en","type":"article","venue":"Goldschmidt Abstracts","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University; Centre For Cold Ocean Resources Engineering; Memorial University of Newfoundland","funders":"","keywords":"Astrobiology; Computer science; Remote sensing; Geology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0000909901,0.00008405033,0.0001872246,0.00003384947,0.00004310413,0.000005960436,0.00006364112,0.00004945768,0.0001591431],"category_scores_gemma":[0.00006804395,0.00007181787,0.0000244032,0.0001580638,0.00004941654,0.0001053393,0.00004152927,0.00006263419,0.000004461288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001571329,"about_ca_system_score_gemma":0.000005487638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002477074,"about_ca_topic_score_gemma":0.001050788,"domain_scores_codex":[0.9991618,0.00003350725,0.0002979476,0.0001576396,0.0002494573,0.00009967026],"domain_scores_gemma":[0.9995691,0.00005097925,0.0002219305,0.00007819535,0.00003044249,0.00004937141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001691381,0.00006658831,0.9604173,0.00009475457,0.00005999814,0.000005783338,0.0009747153,0.004651082,0.0169246,0.000001537738,0.0004208061,0.01621369],"study_design_scores_gemma":[0.000282279,0.0004549993,0.9804606,0.000007572342,0.00003472579,0.000001519126,0.0002048567,0.007453792,0.01088123,0.00003614455,0.0001188441,0.00006338462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981423,0.0003214698,0.0000146155,0.0001008908,0.00002179955,0.0001734539,0.00001149536,0.000007756548,0.001206197],"genre_scores_gemma":[0.9993567,0.0001295431,0.0003641214,0.00003419916,0.00002228924,2.974459e-8,0.00004347282,0.000002099713,0.00004749869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02004335,"threshold_uncertainty_score":0.3744611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930443596084051,"score_gpt":0.2034679337111031,"score_spread":0.1841634977502626,"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."}}