{"id":"W4226068636","doi":"10.3138/9781487543846-fm","title":"Frontmatter","year":2022,"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":["insufficient_payload"],"category_scores_codex":[0.0001422233,0.0007942016,0.0006631384,0.001434693,0.002085658,0.003971723,0.0009573232,0.001280687,0.9061628],"category_scores_gemma":[0.0006808641,0.0003686896,0.0003488019,0.002098517,0.000433354,0.001908489,0.001918872,0.001331377,0.8003162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896189,"about_ca_system_score_gemma":0.001500219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03437845,"about_ca_topic_score_gemma":0.1257942,"domain_scores_codex":[0.9997604,0.00001104556,0.000007344076,0.00004385794,0.0001329049,0.00004433787],"domain_scores_gemma":[0.9996909,0.00002849537,0.00001038789,0.00003933999,0.0001474225,0.00008348332],"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":[0.0000152849,0.00001403569,0.00008529006,0.0000963181,0.000001451775,0.00005281869,0.00007918091,0.00003629009,0.0002704135,0.004295948,0.892187,0.102866],"study_design_scores_gemma":[0.000001509354,0.000002647475,0.0001650577,0.0000279294,4.698807e-7,0.00002122183,0.00003208091,0.00001001528,0.00003075162,0.0001923814,0.9995143,0.00000159042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001751252,0.000685806,0.0001443512,0.0003710301,0.0007557062,0.00002268376,0.001146783,0.0003788666,0.9963197],"genre_scores_gemma":[0.0003549166,0.0002088612,0.0000485662,0.00009759317,0.00004035825,0.000004175421,0.0002826142,0.00009312556,0.9988697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0938372,"threshold_uncertainty_score":0.1338474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702030564760014,"score_gpt":0.1908292447340193,"score_spread":0.1738089390864192,"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."}}