{"id":"W7127119832","doi":"10.7202/1122657ar","title":"Lachlan MacKinnon and Andrew Parnaby, eds., Cape Breton in the Long 20th Century. Athabasca, AB: Athabasca University Press, 2024. 372 pp.; Paperback: ISBN 9781771994040; $44.99","year":2023,"lang":"en","type":"article","venue":"Journal of the Royal Nova Scotia Historical Society","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Cape; Nova scotia; Forge","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001797925,0.0002010788,0.0003873747,0.00008901382,0.001306362,0.0002647687,0.001051907,0.0002732115,0.0002983726],"category_scores_gemma":[0.0001689428,0.0001658326,0.0005837244,0.001087645,0.0006056052,0.0003244725,0.0001950357,0.001080467,0.00002913505],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00457296,"about_ca_system_score_gemma":0.0007974444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3185021,"about_ca_topic_score_gemma":0.3105248,"domain_scores_codex":[0.9971713,0.0005049714,0.0004298164,0.0002914369,0.001033585,0.0005689252],"domain_scores_gemma":[0.9985748,0.0002641694,0.0004346714,0.0002911074,0.0001350446,0.0003002037],"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":[0.00005136255,0.0001210065,0.01533221,0.00004934262,0.00007581005,0.0001292274,0.0117032,0.00006674572,0.00001276068,0.000838507,0.9693082,0.002311652],"study_design_scores_gemma":[0.0005338714,0.00005761666,0.0521068,0.00007563494,0.0001091417,0.00001513684,0.002219677,0.00006684244,0.000001303134,0.00006417672,0.9445445,0.0002053235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8149649,0.06919493,0.00005352934,0.05365846,0.02149414,0.001493741,0.0001951931,0.0001745025,0.0387706],"genre_scores_gemma":[0.7917255,0.0498454,0.0002507844,0.001915797,0.004626694,0.00000274642,0.00001401905,0.00009776577,0.1515214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1127508,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370789751435369,"score_gpt":0.2199369666290332,"score_spread":0.2062290691146795,"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."}}