{"id":"W4385300387","doi":"10.1007/978-3-662-65093-6_5070","title":"Geological Data","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Geology; Archaeology; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006275549,0.001298915,0.001057421,0.006007902,0.0006677057,0.001735365,0.001672546,0.0007303356,0.5177605],"category_scores_gemma":[0.003835683,0.0005639534,0.000498059,0.009725384,0.0002900226,0.001541828,0.001454262,0.001243515,0.4925463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329006,"about_ca_system_score_gemma":0.003195372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03026502,"about_ca_topic_score_gemma":0.03937028,"domain_scores_codex":[0.9994097,0.00005414044,0.00006152751,0.0001398785,0.0002651888,0.00006960236],"domain_scores_gemma":[0.9979114,0.0002266552,0.0001339948,0.0004700444,0.001066671,0.0001911827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002376507,0.00000900074,0.0003304991,0.0001524786,0.000005280247,0.0000127466,0.00002021454,0.00008724511,0.00009032732,0.002837086,0.9801482,0.01628313],"study_design_scores_gemma":[0.00001017219,0.000002303699,0.0005794087,0.00002478087,0.000002886451,0.00001321642,0.00001410057,0.00003351196,0.00007097588,0.0007098824,0.9985352,0.00000365352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002277632,0.0002039885,0.0008580802,0.0002250317,0.0002543335,0.00005531637,0.867895,0.001601717,0.1286787],"genre_scores_gemma":[0.001998343,0.0005790067,0.003070252,0.0002887266,0.0001051146,0.0002252458,0.8458053,0.001083077,0.146845],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5177605,"threshold_uncertainty_score":0.6878561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271407308065029,"score_gpt":0.2162219528499502,"score_spread":0.1835078797692999,"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."}}