{"id":"W4413957715","doi":"10.1080/03086534.2025.2551256","title":"Displacement and Resilience: Scottish Highland Communities in Nova Scotia, 1810–1850","year":2025,"lang":"en","type":"article","venue":"The Journal of Imperial & Commonwealth History","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Nova scotia; Resilience (materials science); Displacement (psychology); Nova (rocket); Geography; Archaeology; Engineering; Psychology; Physics; Aeronautics; Psychoanalysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.003135871,0.00009703806,0.0002940743,0.0006052154,0.0008511094,0.0001030662,0.0005847077,0.00008402498,0.000454698],"category_scores_gemma":[0.000163507,0.00009523206,0.00005670613,0.0002237517,0.001806444,0.0002618367,0.00008133312,0.0004849517,0.000007550331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003782462,"about_ca_system_score_gemma":0.003021582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6948862,"about_ca_topic_score_gemma":0.969754,"domain_scores_codex":[0.9978493,0.0009073268,0.0005194719,0.00007180466,0.0003562629,0.0002958525],"domain_scores_gemma":[0.9987975,0.0003843766,0.0003179091,0.0002306379,0.0001110631,0.0001584589],"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":[0.001072585,0.0002209997,0.01571771,0.0001885759,0.00006789142,0.00003876507,0.2419524,0.00006473568,0.0002709286,0.02383512,0.7065464,0.01002394],"study_design_scores_gemma":[0.0008729461,0.0001166203,0.01781188,0.0002677618,0.00004232949,0.00000962697,0.01256037,0.000004700143,0.000002816072,0.0004774468,0.9677164,0.000117092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165938,0.04986466,0.00002304055,0.005599229,0.005780726,0.0002777263,0.000009602228,0.00001310084,0.02183804],"genre_scores_gemma":[0.988473,0.005567933,0.0000353602,0.001058142,0.0003324198,0.000001388429,0.000001016642,0.000008210161,0.004522532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2748678,"threshold_uncertainty_score":0.9891007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699917071894924,"score_gpt":0.2821929924830809,"score_spread":0.2651938217641316,"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."}}