{"id":"W2116862055","doi":"10.21083/irss.v21i0.789","title":"MacIvor, &lt;i&gt;Edinburgh Castle&lt;/i&gt;","year":2008,"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":false,"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":[0.0004643653,0.0002259724,0.0005432867,0.0001972075,0.0003998319,0.00003088078,0.0004616883,0.00003546252,0.006458885],"category_scores_gemma":[0.0008729764,0.0002069846,0.0002926992,0.00009321231,0.000815703,0.0005391454,0.0001653974,0.0001238078,0.0002515625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545681,"about_ca_system_score_gemma":0.00007815324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003302793,"about_ca_topic_score_gemma":0.0004127673,"domain_scores_codex":[0.9977415,0.0000549019,0.0007467433,0.000318018,0.0009386615,0.0002002375],"domain_scores_gemma":[0.9975706,0.0002283022,0.00039586,0.0002096962,0.001533062,0.00006248659],"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":[0.00001781674,0.000151793,0.0003122998,0.0009195071,0.0005531089,0.00006461379,0.002288784,0.00000158261,0.000185722,0.1764996,0.8164366,0.002568598],"study_design_scores_gemma":[0.0002679514,0.00005050655,0.001000874,0.003268364,0.00008035478,0.00006385759,0.00009590868,0.000005521799,0.00007617643,0.001792281,0.9930762,0.0002219909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0417814,0.5713173,0.00001498057,0.002740625,0.0064797,0.0004621317,0.0002303604,0.000103063,0.3768705],"genre_scores_gemma":[0.468911,0.4348303,0.0002362095,0.002248624,0.001923726,0.0001121495,0.00008584886,0.00003123104,0.09162096],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4271296,"threshold_uncertainty_score":0.9944493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06860363029253008,"score_gpt":0.3044173646062748,"score_spread":0.2358137343137447,"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."}}