{"id":"W2285267620","doi":"10.3366/scot.2005.0032","title":"Review: Canada and Scotland","year":2005,"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; Geography; Regional 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001427559,0.00009358841,0.0001348251,0.00003679222,0.0002451775,0.00006558306,0.0001005318,0.00001702397,0.00302297],"category_scores_gemma":[0.0000526662,0.00009277171,0.00002857251,0.00002779584,0.0001261786,0.0003113624,0.00002683521,0.00008707167,0.0000915144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008375135,"about_ca_system_score_gemma":0.0001484631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2055414,"about_ca_topic_score_gemma":0.9811473,"domain_scores_codex":[0.9992852,0.00002530798,0.0001685943,0.0001717326,0.0001979525,0.0001512054],"domain_scores_gemma":[0.9996248,0.00003442985,0.00005511916,0.0001181375,0.00008129961,0.00008620219],"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":[0.000002945034,0.00001385309,0.0003220333,0.0001215929,0.00001317993,0.00000557809,0.0003272131,7.263842e-7,0.000003080475,0.02161238,0.9725534,0.005023978],"study_design_scores_gemma":[0.0001314776,0.00001016607,0.0004782942,0.0002155292,0.00001871482,0.000009777652,0.0001711785,0.000005856836,0.00001630151,0.0002234784,0.9985884,0.0001307647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04874751,0.1929168,0.000003721397,0.007247454,0.00223929,0.0004522001,0.000129483,0.0001466432,0.748117],"genre_scores_gemma":[0.9501408,0.004810693,0.00009006641,0.005061309,0.001235548,0.00001619509,0.00003349192,0.00001814829,0.0385937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9013934,"threshold_uncertainty_score":0.9978884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142123005163861,"score_gpt":0.2001184852126445,"score_spread":0.1886972551610059,"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."}}