{"id":"W4385298673","doi":"10.1007/978-3-662-65093-6_5622","title":"Atacama Desert, Natural Analog","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Desert (philosophy); Natural (archaeology); Geography; Archaeology; Philosophy; Epistemology","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":[0.00005336493,0.0003337283,0.0002073456,0.0007305539,0.001112522,0.001451228,0.0004303905,0.0003489822,0.04559713],"category_scores_gemma":[0.0001639569,0.00009090949,0.00007866561,0.001475026,0.0006904688,0.00079638,0.0003813212,0.0006075282,0.006794667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198678,"about_ca_system_score_gemma":0.00138239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09379704,"about_ca_topic_score_gemma":0.198198,"domain_scores_codex":[0.9999679,0.000003150215,0.000001495658,0.000009726255,0.00001377169,0.000003790759],"domain_scores_gemma":[0.9999746,0.000003079148,0.000002408903,0.000003076004,0.00001170998,0.000005132767],"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":[0.00005753444,0.00003042108,0.0008764422,0.0006034255,0.000006584437,0.0002545926,0.00105599,0.0004445898,0.001077848,0.1175912,0.5557721,0.3222292],"study_design_scores_gemma":[0.000001381411,0.000001733318,0.000903803,0.00003567979,0.000001036459,0.00005161054,0.0001618477,0.0000226844,0.0000273659,0.002050569,0.9967415,8.51271e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002435741,0.03547346,0.000484874,0.001514467,0.001143373,0.00002575757,0.001072352,0.00009665784,0.9577533],"genre_scores_gemma":[0.03692383,0.02941547,0.001521405,0.001134643,0.0005598136,0.00003919186,0.00132817,0.00009800754,0.9289795],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09379704,"threshold_uncertainty_score":0.1865022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195236671919659,"score_gpt":0.2178738253233814,"score_spread":0.2059214586041848,"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."}}