{"id":"W2122895792","doi":"10.21083/irss.v28i0.179","title":"Stephen Driscoll, <i>Alba: the Gaelic Kingdom of Scotland AD 800-1124</i>","year":2007,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Kingdom; Geology; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005500742,0.0004915848,0.0003217698,0.001649771,0.004517793,0.002829914,0.0006041705,0.001157135,0.04341765],"category_scores_gemma":[0.001357886,0.0003291878,0.0001885113,0.00252615,0.001643635,0.002064349,0.001427349,0.001393165,0.004584238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005728332,"about_ca_system_score_gemma":0.004195975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3694665,"about_ca_topic_score_gemma":0.7349653,"domain_scores_codex":[0.999637,0.00005651692,0.00001877119,0.00005145571,0.0001163307,0.0001199247],"domain_scores_gemma":[0.999474,0.00008896271,0.00006705237,0.00002463049,0.0002135361,0.0001319014],"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":[0.0001752311,0.00002430939,0.005487362,0.0008935007,0.00002135083,0.001483753,0.01289185,0.00009908385,0.0008191205,0.04233099,0.7961158,0.1396578],"study_design_scores_gemma":[0.00000565598,0.00001486638,0.01265142,0.0002318298,0.000005780882,0.0001772891,0.004435165,0.000006251745,0.0001208009,0.0005201891,0.9818195,0.0000111383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05334872,0.2969782,0.0007283226,0.08384812,0.01302801,0.0001134513,0.00377243,0.0002193488,0.5479634],"genre_scores_gemma":[0.2009818,0.05102907,0.0004830584,0.005104819,0.0011633,0.00003821419,0.000628609,0.0001029182,0.7404682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3694665,"threshold_uncertainty_score":0.7346319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288134282238691,"score_gpt":0.2997526560098528,"score_spread":0.2568713131874659,"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."}}