{"id":"W4388986932","doi":"10.3138/9781487546151-fm","title":"Frontmatter","year":2023,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001419555,0.0007898953,0.0006633239,0.001441521,0.002112925,0.003997646,0.0009558472,0.001278403,0.9047611],"category_scores_gemma":[0.0006878213,0.0003673942,0.0003475727,0.002132217,0.0004400822,0.001897732,0.001915024,0.001343079,0.7984291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938453,"about_ca_system_score_gemma":0.001539985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03579293,"about_ca_topic_score_gemma":0.1312274,"domain_scores_codex":[0.9997622,0.00001093705,0.00000728238,0.00004343897,0.000131989,0.00004419243],"domain_scores_gemma":[0.999689,0.00002879568,0.00001044577,0.00003936447,0.0001486832,0.00008367885],"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":[0.00001514643,0.00001382466,0.0000852849,0.00009574575,0.000001422336,0.00005232059,0.00007977823,0.00003624705,0.0002661165,0.004332437,0.8927824,0.1022393],"study_design_scores_gemma":[0.000001504016,0.000002615066,0.0001659296,0.00002806767,4.685976e-7,0.00002116026,0.00003252822,0.000009979634,0.00003059426,0.00019743,0.9995081,0.000001590999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001740976,0.0006794091,0.0001431345,0.0003709992,0.0007470123,0.00002253311,0.001133768,0.0003713269,0.9963576],"genre_scores_gemma":[0.0003523595,0.0002066978,0.00004809491,0.00009696501,0.00003994382,0.000004156241,0.0002785181,0.00009215524,0.9988812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9047611,"threshold_uncertainty_score":0.1358467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334659861115053,"score_gpt":0.1999828192309519,"score_spread":0.1766362206198014,"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."}}