{"id":"W2041915349","doi":"10.1093/es/khq116","title":"Daniel Samson. The Spirit of Industry and Improvement: Liberal Government and Rural-Industrial Society, Nova Scotia, 1790–1862. Montreal, Canada: McGill-Queen's University Press, 2008. 448 pp. ISBN 978-0-7735-3354-7, $85.00 (cloth), $34.95 (paper).","year":2010,"lang":"en","type":"article","venue":"Enterprise & Society","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Nova scotia; Queen (butterfly); Government (linguistics); Media studies; Economic history; Political science; Art history; Art; Sociology; History; Archaeology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006701255,0.0002788212,0.0003772608,0.00001594592,0.001621942,0.000200707,0.0005250613,0.0005749163,0.000528925],"category_scores_gemma":[0.00009951039,0.0002982674,0.0002994924,0.0002205753,0.00170306,0.000505594,0.0003404444,0.001224171,0.000002110544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002095745,"about_ca_system_score_gemma":0.002092699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929221,"about_ca_topic_score_gemma":0.9822778,"domain_scores_codex":[0.9975034,0.0001267418,0.0003699273,0.0004643138,0.0008377093,0.0006978997],"domain_scores_gemma":[0.9984261,0.0001562924,0.0003395125,0.0003926416,0.00009228648,0.0005931105],"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":[0.00004425148,0.00009841352,0.004358409,0.00004139413,0.0001971225,0.000008551467,0.006137471,0.000002435058,0.0004872271,0.000903854,0.9849828,0.002737999],"study_design_scores_gemma":[0.001271665,0.00006275521,0.006882777,0.00005411318,0.0001290302,0.000002137816,0.01728737,0.00003393078,0.00005693273,0.00004277072,0.9738501,0.0003264095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430284,0.003070822,0.000009931975,0.02669628,0.002694555,0.001626759,0.002946291,0.0001098754,0.01981708],"genre_scores_gemma":[0.9391564,0.01085133,0.0002591847,0.003677319,0.001520137,0.00001087025,0.00003110469,0.00007669347,0.04441698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0245999,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006811057501952216,"score_gpt":0.1885697719868457,"score_spread":0.1817587144848935,"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."}}