{"id":"W2341204021","doi":"10.1017/cbo9780511484186.001","title":"Introduction","year":2004,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Grammar; Pace; Syntax; Literature; Romance; Complaint; Linguistics; Romanticism; History; Philosophy; Psychology; Art; Political science; Law; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001160274,0.0008025148,0.0004664106,0.001155881,0.003074288,0.006307254,0.001890309,0.003612624,0.4142895],"category_scores_gemma":[0.00300113,0.0003064169,0.00063854,0.001142433,0.001826446,0.004252002,0.003998751,0.002957222,0.2286729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003692737,"about_ca_system_score_gemma":0.003780241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214055,"about_ca_topic_score_gemma":0.01547196,"domain_scores_codex":[0.9985227,0.0002046256,0.00006181205,0.0003033014,0.000664551,0.0002430964],"domain_scores_gemma":[0.9990778,0.0001025441,0.00004047347,0.000132961,0.0004715033,0.000174661],"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":[0.00002042895,0.00002306248,0.0001897188,0.0001310464,0.000002748967,0.0000892419,0.0006127894,0.00003291848,0.0001405372,0.08507718,0.8405358,0.07314449],"study_design_scores_gemma":[0.000001310429,0.000003793136,0.0001038801,0.00005683638,6.480471e-7,0.0000310075,0.0001103819,0.000005954706,0.00002611983,0.001703249,0.9979551,0.000001778307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005947014,0.003922762,0.001116723,0.01188423,0.005698548,0.0000899745,0.001242947,0.0003290504,0.9751211],"genre_scores_gemma":[0.004734455,0.00201327,0.0007153776,0.005147254,0.0008712336,0.00005666509,0.0008498827,0.0001238382,0.985488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4142895,"threshold_uncertainty_score":0.835445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539752908207616,"score_gpt":0.1752737030052124,"score_spread":0.1498761739231363,"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."}}