{"id":"W2030062245","doi":"10.1089/153110702753621385","title":"Energy Cycling and Hypothetical Organisms in Europa's Ocean","year":2002,"lang":"en","type":"article","venue":"Astrobiology","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; University of California, Los Angeles; Goddard Space Flight Center","keywords":"Astrobiology; Thriving; Kinetic energy; Chemical energy; Early Earth; Abiogenesis; Environmental science; Cycling; Extraterrestrial life; Earth science; Atmospheric sciences; Ecology; Physics; Geology; Thermodynamics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005408324,0.0000854122,0.0001149345,0.00003580241,0.00003989034,0.00001058664,0.00009352614,0.00002586791,0.0009609384],"category_scores_gemma":[0.000002233611,0.00007470847,0.00001573932,0.00007040777,0.0001024052,0.00004365264,0.00003603024,0.00009361322,0.00006364346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002596775,"about_ca_system_score_gemma":0.000004334468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008282954,"about_ca_topic_score_gemma":0.000006178838,"domain_scores_codex":[0.9993686,0.00005009733,0.0001161372,0.0001978653,0.00002611028,0.0002411536],"domain_scores_gemma":[0.9997652,0.00006015026,0.00002546481,0.00008772237,0.000005607796,0.00005589036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007629824,0.00007953981,0.8976084,0.000001191649,0.00001353315,0.00001194147,0.0001960048,0.0001389557,0.01017026,0.02051534,0.0006707917,0.07058641],"study_design_scores_gemma":[0.005171453,0.00176012,0.8346913,0.00008197458,0.00006716717,0.000222521,0.001501874,0.04705164,0.009540165,0.01277544,0.08503821,0.002098139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880641,0.00005355244,0.003911249,0.0002170874,0.00008999721,0.00002745311,0.00001362597,0.00001298695,0.007609982],"genre_scores_gemma":[0.9986507,0.000003762787,0.000816074,0.00009510877,0.00008471905,5.510485e-7,0.000017392,0.000004817732,0.0003268375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08436742,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006998812060236843,"score_gpt":0.1680473255910722,"score_spread":0.1610485135308354,"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."}}