{"id":"W3007248199","doi":"10.1038/d41586-020-00510-w","title":"The archaeology of Armageddon","year":2020,"lang":"en","type":"article","venue":"Nature","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"","keywords":"Digging; Archaeology; History","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":[],"consensus_categories":[],"category_scores_codex":[0.00006019258,0.00002573805,0.00004045694,0.00001003489,0.0001186657,0.000008561524,0.000111576,0.00007996568,0.0005619568],"category_scores_gemma":[0.00009887215,0.00001717274,0.00002921509,0.00001540138,0.0002022109,0.00004305556,0.00001998917,0.0004811437,0.00003452428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003641689,"about_ca_system_score_gemma":0.0000108537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001121026,"about_ca_topic_score_gemma":0.0003538993,"domain_scores_codex":[0.9997408,0.00002071773,0.00005739332,0.00004818647,0.00008965947,0.00004319685],"domain_scores_gemma":[0.9997783,0.000067487,0.00003116039,0.0000424421,0.00006535408,0.0000152928],"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":[0.00002048012,0.000005579522,0.0001142576,0.000007094087,0.000009890729,0.000001537911,0.00663611,7.237544e-7,0.00008706139,0.9019445,0.09053366,0.0006391531],"study_design_scores_gemma":[0.00005744837,0.00001897326,0.0005222518,0.000001360413,0.000003813736,3.724433e-7,0.0002110818,0.00001019119,0.0002517997,0.004868591,0.9940326,0.00002148686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5025524,0.01914444,0.00002400394,0.06607413,0.004357208,0.0002632845,0.00007448909,0.0001217826,0.4073883],"genre_scores_gemma":[0.9933949,0.00002242389,0.00001110668,0.002083253,0.0004392038,0.000001175343,0.000003127601,0.0000023586,0.004042451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9034989,"threshold_uncertainty_score":0.6153033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206562962424019,"score_gpt":0.2320927469131464,"score_spread":0.2114364506707445,"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."}}