{"id":"W1511204340","doi":"10.21083/irss.v34i0.1006","title":"Evidence for Trans-Atlantic Networking Among Scottish Immigrants in Nineteenth-Century Canada","year":2009,"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":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Immigration; History; Genealogy; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060059,0.0001881756,0.0004993837,0.0001317737,0.0001583037,0.00004426404,0.0003982189,0.0000260054,0.0002384381],"category_scores_gemma":[0.0007462349,0.0001823929,0.0001693685,0.0001004131,0.0001847242,0.000524197,0.00003154353,0.000123988,0.000002791148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708012,"about_ca_system_score_gemma":0.000151627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06901785,"about_ca_topic_score_gemma":0.6603334,"domain_scores_codex":[0.9980272,0.00005784744,0.0007766389,0.0002961875,0.0006100743,0.0002320623],"domain_scores_gemma":[0.998344,0.0004881344,0.0003355613,0.0001308648,0.0006577819,0.00004365578],"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":[0.0002932909,0.0005127236,0.08524074,0.01099737,0.001185748,0.0001219195,0.006359204,0.00006496574,0.00007700315,0.0587543,0.7304806,0.1059122],"study_design_scores_gemma":[0.001443482,0.0002187597,0.1114559,0.1217606,0.0003023272,0.00001320691,0.001196944,0.0001407795,0.00005688042,0.002707042,0.7598696,0.0008344873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1415176,0.8408562,0.0000249361,0.004252788,0.006010851,0.001161182,0.0001071593,0.00003819175,0.006031048],"genre_scores_gemma":[0.7913304,0.2058281,0.0000534486,0.001403525,0.000640383,0.00005209292,0.00003418075,0.000008895468,0.0006490213],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6498128,"threshold_uncertainty_score":0.9371817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08088200381533242,"score_gpt":0.3210713180571828,"score_spread":0.2401893142418504,"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."}}