{"id":"W4200495609","doi":"10.1089/ast.2021.0008","title":"Color Catalogue of Life in Ice: Surface Biosignatures on Icy Worlds","year":2021,"lang":"en","type":"article","venue":"Astrobiology","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Northern Studies","funders":"","keywords":"Astrobiology; Icy moon; Exoplanet; Extraterrestrial life; Solar System; Planet; Titan (rocket family); Enceladus; Biota; Planetary science; Astronomy; Geology; Physics; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002634407,0.0006279165,0.0003189116,0.01094671,0.000603297,0.0007039814,0.0004204654,0.0002418182,0.01057966],"category_scores_gemma":[0.0007811632,0.000116531,0.0002832942,0.00705751,0.0002354748,0.0008140427,0.0008531611,0.0003160109,0.005769339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004205072,"about_ca_system_score_gemma":0.0005660955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007315514,"about_ca_topic_score_gemma":0.009128855,"domain_scores_codex":[0.9998087,0.00001632237,0.00002249568,0.00003364535,0.00007126186,0.00004749735],"domain_scores_gemma":[0.9987106,0.00009835429,0.0002113044,0.0002087821,0.0004935491,0.0002773249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008444166,0.0001830267,0.2358066,0.001592686,0.0001159231,0.0006004353,0.001937384,0.001118562,0.09867493,0.005516711,0.1162096,0.5373998],"study_design_scores_gemma":[0.00001336769,0.00009860691,0.5183485,0.0001577507,0.00005321829,0.001324423,0.0008757956,0.0008056993,0.01334997,0.001112374,0.4638191,0.00004120301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4471014,0.004903517,0.01683578,0.0002707907,0.0001955853,0.0004255778,0.4079984,0.00511443,0.1171546],"genre_scores_gemma":[0.347798,0.004917841,0.06309757,0.0003304837,0.0001372345,0.000356728,0.548592,0.001947255,0.03282286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094671,"threshold_uncertainty_score":0.03539252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272236843465808,"score_gpt":0.2600708795455245,"score_spread":0.2473485111108665,"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."}}