{"id":"W1506724860","doi":"10.21083/irss.v37i0.1934","title":"Richard Oram, &lt;i&gt;Domination and Lordship, Scotland 1070-1230.&lt;/i&gt;","year":2012,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"History; Ancient history; Art; Theology; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001057863,0.000224038,0.0004867057,0.00021316,0.000282389,0.0000743237,0.0002675795,0.00004279943,0.001386931],"category_scores_gemma":[0.001120169,0.0002011418,0.0001514943,0.00008571631,0.0005206657,0.001079186,0.0001659894,0.0001121798,0.0001644123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385357,"about_ca_system_score_gemma":0.00003604301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002004613,"about_ca_topic_score_gemma":0.0003170783,"domain_scores_codex":[0.9980403,0.00009967537,0.0006396192,0.0002606053,0.0007276293,0.0002322264],"domain_scores_gemma":[0.9979151,0.0003090752,0.000426395,0.0001591513,0.001103447,0.00008677962],"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":[0.00004540434,0.0003374078,0.003594477,0.003581775,0.0008238095,0.00000627188,0.005031114,5.97483e-7,0.0004045657,0.5980465,0.3730457,0.01508226],"study_design_scores_gemma":[0.0004175474,0.00005210273,0.007988928,0.003609797,0.0001692635,0.00001688934,0.0002241898,0.000005564207,0.0001046765,0.002201415,0.9849426,0.0002670743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09422465,0.7860016,0.00002955415,0.002529983,0.005691096,0.0005899488,0.0001777251,0.00007333214,0.1106821],"genre_scores_gemma":[0.8210148,0.1644323,0.0002097983,0.0009568007,0.001626783,0.00008321974,0.00008530529,0.00002448834,0.01156648],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7267901,"threshold_uncertainty_score":0.999526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04412186144829127,"score_gpt":0.3021904424765192,"score_spread":0.2580685810282279,"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."}}