{"id":"W1912820579","doi":"10.21083/irss.v21i0.793","title":"Duncan, &lt;i&gt; Hebridean Island&lt;/i&gt;; Sinclair, &lt;i&gt;Tracing Scottish Local History&lt;/i&gt;; Akenson, &lt;i&gt;God's Peoples&lt;/i&gt;","year":2008,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.002177148,0.002236228,0.00464361,0.0009110245,0.002781186,0.0003367238,0.002866319,0.0004644122,0.005108385],"category_scores_gemma":[0.004653322,0.002302234,0.002104459,0.0006193228,0.005358442,0.001778772,0.001807599,0.001068151,0.00140796],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005031591,"about_ca_system_score_gemma":0.0008384918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003223841,"about_ca_topic_score_gemma":0.03613409,"domain_scores_codex":[0.9846693,0.0006647741,0.004827238,0.002749068,0.004752442,0.002337121],"domain_scores_gemma":[0.9880645,0.001968115,0.00262766,0.001596109,0.004964958,0.0007786323],"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":[0.0001471249,0.0009933668,0.0001894062,0.003968661,0.002775594,0.0007494899,0.008569777,0.00003824742,0.00181549,0.06703016,0.8934878,0.0202349],"study_design_scores_gemma":[0.002138633,0.0006281381,0.002587437,0.01463175,0.0008511044,0.0004249059,0.0003809946,0.00008480882,0.00007583966,0.0007865442,0.9750828,0.002327083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0215782,0.7798299,0.0003692909,0.005611216,0.009615805,0.002181627,0.00131893,0.0006806373,0.1788144],"genre_scores_gemma":[0.4823539,0.4578042,0.0008270309,0.003415645,0.004949125,0.0006669423,0.0004304461,0.0004019554,0.04915074],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4607757,"threshold_uncertainty_score":0.9993696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053742706244456,"score_gpt":0.252771414375776,"score_spread":0.2222339873133315,"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."}}