{"id":"W4407395421","doi":"10.59962/9780774871402-006","title":"3 A Proper Scottish Square Go in Ontario","year":2025,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Square (algebra); History; Mathematics; Genealogy; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574339,0.0004548907,0.0003194447,0.0008361365,0.01934859,0.005337423,0.0006937585,0.002349913,0.113238],"category_scores_gemma":[0.0008739571,0.000377664,0.0003722782,0.001531268,0.002463324,0.001706673,0.002198017,0.002314125,0.01181606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02336906,"about_ca_system_score_gemma":0.03108739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9455247,"about_ca_topic_score_gemma":0.99079,"domain_scores_codex":[0.9994879,0.00004428606,0.000009445354,0.00005416549,0.0001314829,0.0002726672],"domain_scores_gemma":[0.9996587,0.00002927116,0.00001277059,0.00001831802,0.0001650552,0.000115965],"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":[0.00007242945,0.00002604515,0.002153739,0.00009843672,0.000005913135,0.0007054246,0.0102803,0.00007038296,0.0003228262,0.2538815,0.684985,0.04739803],"study_design_scores_gemma":[0.000002952383,0.000003624767,0.001433083,0.00003163039,0.000002077927,0.00002668705,0.002466865,0.00001103607,0.00003597785,0.001265206,0.9947154,0.000005466464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006024763,0.002553571,0.0002105275,0.009978168,0.0007821992,0.00004282753,0.0003991196,0.00006820735,0.9799406],"genre_scores_gemma":[0.01905669,0.0004954923,0.0001200217,0.001516465,0.00003384119,0.00001225287,0.00006363755,0.00003811433,0.9786636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.113238,"threshold_uncertainty_score":0.3788188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506942110791444,"score_gpt":0.1672791729884691,"score_spread":0.1422097518805547,"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."}}