{"id":"W202966900","doi":"","title":"HAYES, Geoffrey, Andrew IAROCCI, and Mike BECHTHOLD (eds.) — Vimy Ridge: A Canadian Reassessment.","year":2009,"lang":"en","type":"article","venue":"Histoire sociale","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ridge; Geography; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001263667,0.0002399488,0.0002750593,0.0001101551,0.001762311,0.0003197714,0.0001988117,0.000163129,0.0008953948],"category_scores_gemma":[0.00003954558,0.0002489618,0.00008744059,0.00008055284,0.0004361707,0.0002994435,0.00003286371,0.000276768,0.00001874387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005783363,"about_ca_system_score_gemma":0.000357175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04262758,"about_ca_topic_score_gemma":0.2548959,"domain_scores_codex":[0.9986785,0.00003905972,0.0002285885,0.0003349846,0.0002371095,0.0004817394],"domain_scores_gemma":[0.9992195,0.00002241181,0.00008298862,0.0002603766,0.0001503485,0.0002643152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001300408,0.00004363898,0.000280331,0.00001858729,0.00002675601,0.00005858924,0.01166834,1.069183e-7,0.00002146372,0.5583378,0.3931786,0.03635278],"study_design_scores_gemma":[0.0002287271,0.0000674288,0.001373884,0.00003131111,0.00004126233,0.00001214697,0.0007720868,0.00000328653,0.000004413821,0.005414053,0.9917542,0.0002971973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01330407,0.01506415,0.000003389158,0.004565189,0.002948728,0.000343454,0.0008020685,0.0002212604,0.9627477],"genre_scores_gemma":[0.9174525,0.0001043446,0.0002177012,0.004505762,0.001860317,0.00001844673,0.0002132183,0.00003258478,0.07559516],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9041484,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009269639743140205,"score_gpt":0.2118240392117773,"score_spread":0.2025543994686371,"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."}}