{"id":"W1610433763","doi":"10.21083/irss.v14i0.726","title":"Ronald M. Sunter, <i>Patronage and Politics in Scotland, 1707 - 1832</i>","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":"Politics; History; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0005038939,0.0002187511,0.000540028,0.000260769,0.000284827,0.00003506282,0.0003132151,0.00003733726,0.0007052828],"category_scores_gemma":[0.0006879468,0.0002064357,0.0001549319,0.00006164708,0.0008006273,0.0005086845,0.0001831722,0.0001597261,0.00006838577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623693,"about_ca_system_score_gemma":0.00006652645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015287,"about_ca_topic_score_gemma":0.001898979,"domain_scores_codex":[0.9979854,0.00008856152,0.0007317676,0.0003138536,0.0006557039,0.0002247152],"domain_scores_gemma":[0.9986168,0.0002772463,0.0002839231,0.0001604716,0.0006001152,0.00006140958],"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":[0.00003092217,0.000306165,0.005755064,0.002445026,0.0004578745,0.00009533749,0.003588373,0.000002086437,0.0001113689,0.7479333,0.2373057,0.001968747],"study_design_scores_gemma":[0.0005652104,0.00007139707,0.01147029,0.004731456,0.0000586204,0.00005150696,0.0001312252,0.000008790635,0.00002728227,0.003486407,0.9791421,0.0002557433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2740385,0.5795673,0.000008771333,0.003140401,0.002577078,0.0005281287,0.0003202513,0.00005647624,0.1397631],"genre_scores_gemma":[0.7478959,0.2331858,0.0001572018,0.001382659,0.0007701201,0.0000516864,0.00006340909,0.00002130478,0.01647194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7444469,"threshold_uncertainty_score":0.8418202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04456072790325755,"score_gpt":0.2905658303578137,"score_spread":0.2460051024545562,"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."}}