{"id":"W4376114076","doi":"10.3366/scot.2023.0458","title":"Global Scotland?","year":2023,"lang":"en","type":"article","venue":"Scottish Affairs","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129039,0.0004779072,0.0002466906,0.0008094335,0.005891784,0.008867818,0.0006169007,0.00181396,0.09249908],"category_scores_gemma":[0.001550365,0.0001305445,0.0002701027,0.001222148,0.003389282,0.004083012,0.006612764,0.002152064,0.01029816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005846967,"about_ca_system_score_gemma":0.006008848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07121602,"about_ca_topic_score_gemma":0.137699,"domain_scores_codex":[0.9990999,0.0001315217,0.00002160157,0.0001027862,0.000172036,0.0004723305],"domain_scores_gemma":[0.9994554,0.00003944913,0.00004020855,0.00003649054,0.0001191126,0.0003094168],"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":[0.00006059518,0.00002816358,0.00350357,0.0001487382,0.0000122336,0.00125056,0.01111895,0.00003562262,0.0002615607,0.3001323,0.6019811,0.08146652],"study_design_scores_gemma":[0.000004056831,0.000009383194,0.001639121,0.00004248558,0.000002129811,0.00009950885,0.005465846,0.000006287054,0.00003818052,0.003009069,0.989679,0.000005024944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02758853,0.008715655,0.0005328708,0.1591743,0.007676897,0.00004009141,0.0008677223,0.0001925809,0.7952113],"genre_scores_gemma":[0.2564321,0.005998769,0.0005989745,0.06438965,0.00207697,0.00003828364,0.0008796877,0.0001879503,0.6693975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09249908,"threshold_uncertainty_score":0.3094403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715399067260474,"score_gpt":0.2431329783561213,"score_spread":0.2159789876835166,"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."}}