{"id":"W4246391584","doi":"10.1007/978-3-642-11274-4_3214","title":"Uncertainty","year":2011,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001531034,0.0004271824,0.00136734,0.0006437277,0.00007468527,0.00002760098,0.001540486,0.0005686005,0.0181877],"category_scores_gemma":[0.0008802518,0.0003039587,0.0005341951,0.0000986673,0.0003705629,0.00007394339,0.0005750367,0.0004213841,0.002725732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000363271,"about_ca_system_score_gemma":0.0001963518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005075972,"about_ca_topic_score_gemma":0.000106387,"domain_scores_codex":[0.9958671,0.0001258273,0.001967728,0.0009293833,0.0007478061,0.0003621708],"domain_scores_gemma":[0.9944915,0.001738373,0.001575351,0.00144834,0.0006000347,0.0001464383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009291388,0.00002254858,0.0005148799,0.000008508157,0.00007998258,0.00002896165,0.0002527124,0.00005391108,0.00002752938,0.7443223,0.165727,0.08886874],"study_design_scores_gemma":[0.0001294686,0.0001469007,0.0002804844,0.00004062974,0.00001477293,0.00002118642,0.00002004346,0.000005919527,0.000001407187,0.3166931,0.6824575,0.0001885659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002528444,0.001121997,0.002570622,0.00003272743,0.002226011,0.0002462159,0.0001440269,0.00003541836,0.9933701],"genre_scores_gemma":[0.01775209,0.0001020793,0.001443133,0.00006127776,0.0005486411,0.000006398506,0.00001646695,0.00004326936,0.9800267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5167305,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104664114321682,"score_gpt":0.3389374471645803,"score_spread":0.2342733328428983,"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."}}