{"id":"W7062286392","doi":"","title":"Steel of the north: the Viking age in Britain","year":2010,"lang":"en","type":"article","venue":"Digital Kenyon (Kenyon College)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viking Age; Reign; CONQUEST; Middle Ages; Archaeological evidence; Period (music)","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":[],"category_scores_codex":[0.0002686264,0.0001843521,0.0002173791,0.00008874651,0.0001537008,0.0001637183,0.0007756085,0.00004607244,0.007461809],"category_scores_gemma":[0.0000619352,0.0001175931,0.0001664209,0.0006713584,0.0002279573,0.00007147777,0.0004515129,0.0005217248,0.00003605195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008466806,"about_ca_system_score_gemma":0.0001551009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006342483,"about_ca_topic_score_gemma":0.003880976,"domain_scores_codex":[0.9983492,0.00005835345,0.0004141164,0.0002707149,0.0005211251,0.0003864314],"domain_scores_gemma":[0.9987493,0.0002750102,0.0001337245,0.0006671607,0.00009744256,0.00007740009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006694252,0.0006525671,0.7025996,0.00004809931,0.00005859732,0.00002266541,0.000618737,0.00002834841,0.007922058,0.03963607,0.01410232,0.234244],"study_design_scores_gemma":[0.001773825,0.0001068357,0.616138,0.00008328145,0.00001757681,0.000002829844,0.002203096,0.0009010331,0.002538553,0.001685493,0.3741322,0.0004172777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.731911,0.00001079831,0.00001205897,0.0009645321,0.0002071538,0.0006090557,0.0001442271,0.00001123781,0.2661299],"genre_scores_gemma":[0.9813151,0.000001043146,0.00002033115,0.00006104213,0.0001273318,0.00005749094,0.0000187951,0.00001711946,0.01838171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3600298,"threshold_uncertainty_score":0.9934455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007298289813173891,"score_gpt":0.2217396564878592,"score_spread":0.2144413666746853,"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."}}