{"id":"W2119339528","doi":"10.21083/irss.v29i0.164","title":"Gordon Menzies (Ed.), &lt;i&gt;In Search of Scotland&lt;/i&gt;","year":2007,"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":"","funders":"","keywords":"History","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001911683,0.0001827296,0.0005784638,0.0003727231,0.0001207546,0.00002510614,0.0004230823,0.000037568,0.001270279],"category_scores_gemma":[0.0008035262,0.0001671346,0.0002037456,0.000134297,0.0006234843,0.0004047008,0.0001558472,0.0001299228,0.00006419259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644068,"about_ca_system_score_gemma":0.00006504914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000116683,"about_ca_topic_score_gemma":0.004018905,"domain_scores_codex":[0.9975394,0.00007592658,0.0009953002,0.0002651993,0.0009022923,0.0002218896],"domain_scores_gemma":[0.9976523,0.0004494126,0.0003680224,0.0001763483,0.0013097,0.00004422845],"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":[0.0001403404,0.0005743356,0.005695815,0.00722435,0.0008978441,0.00004800223,0.006905678,0.000008226516,0.001879276,0.8200589,0.1409617,0.01560545],"study_design_scores_gemma":[0.0008287255,0.0001676831,0.01931328,0.01639625,0.0001157011,0.00001219341,0.0009915662,0.000009347697,0.001588842,0.003494829,0.9566857,0.0003958648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1806566,0.6118922,0.00003586545,0.001283278,0.003039195,0.0006343786,0.0001810646,0.00004492571,0.2022325],"genre_scores_gemma":[0.8136737,0.1776466,0.0002162965,0.0004067735,0.0005185253,0.00002676118,0.00004643657,0.00001935988,0.007445621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8165641,"threshold_uncertainty_score":0.9996427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04633148558270462,"score_gpt":0.3273651426320912,"score_spread":0.2810336570493865,"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."}}