{"id":"W6969099823","doi":"10.5284/1042084","title":"Riggside, Banks, Brampton, Cumbria","year":2016,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Context (archaeology); Natural (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002263733,0.0001760444,0.0001971406,0.0000571146,0.0001190429,0.000006940983,0.001217077,0.00005010781,0.005257549],"category_scores_gemma":[0.00001311149,0.0001337142,0.00002317684,0.0001668202,0.0002093361,0.0004601484,0.001291892,0.0001225339,0.002361485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002062084,"about_ca_system_score_gemma":0.0001676762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004286451,"about_ca_topic_score_gemma":0.0001686074,"domain_scores_codex":[0.9986246,0.00008504591,0.00025483,0.0005299128,0.0001034875,0.0004021097],"domain_scores_gemma":[0.9982374,0.0001705475,0.00009561628,0.001297541,0.00007733433,0.0001215851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007227514,0.0001585198,0.4818094,0.00001989936,0.000312184,0.00001240125,0.001310915,0.000003237044,0.0009287591,0.07370045,0.04840811,0.3932638],"study_design_scores_gemma":[0.0006925599,0.00001409475,0.01274908,0.00002135031,0.00001840548,0.000004029695,0.0000554776,0.00001864749,0.0003489181,0.009376083,0.9764722,0.0002291802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4331779,0.0001956796,0.4764616,0.01364763,0.00283686,0.000706987,0.002588204,0.0003593625,0.07002583],"genre_scores_gemma":[0.9543616,0.000004929431,0.03754784,0.001716601,0.0006218754,0.00004460458,0.001386652,0.00003680481,0.004279155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.928064,"threshold_uncertainty_score":0.9984153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661174619078948,"score_gpt":0.2655988934706845,"score_spread":0.2389871472798951,"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."}}