{"id":"W4247975075","doi":"10.3138/9781487531607-fm","title":"Frontmatter","year":2019,"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":[0.0001485194,0.0006532036,0.0004885794,0.001959515,0.003218408,0.004894149,0.00100592,0.001057248,0.7307236],"category_scores_gemma":[0.0006653585,0.0002841157,0.0002904127,0.002969466,0.0007315692,0.001788069,0.001809774,0.001212339,0.444466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004727043,"about_ca_system_score_gemma":0.003447727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1931517,"about_ca_topic_score_gemma":0.5138428,"domain_scores_codex":[0.9997104,0.00001209942,0.000006046903,0.00004066412,0.0001753547,0.00005543843],"domain_scores_gemma":[0.9997336,0.00002382337,0.000007592826,0.00002928897,0.000140878,0.00006471542],"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":[0.00001223111,0.00001064662,0.0001139524,0.00009984631,0.000001467474,0.00007787319,0.0003198973,0.00004157033,0.0003095413,0.01183285,0.8760565,0.1111237],"study_design_scores_gemma":[6.713635e-7,0.000001151187,0.0001627672,0.0000232341,3.788826e-7,0.00002170022,0.00006733494,0.000008894015,0.00002807805,0.0002183448,0.999466,0.000001511457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003032623,0.001319742,0.000261714,0.0005532429,0.0006116737,0.00002277419,0.001215417,0.0004088925,0.9953033],"genre_scores_gemma":[0.0007208883,0.000413376,0.0001100214,0.0001294359,0.0000335774,0.000004833028,0.000277781,0.0001199105,0.9981902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2692764,"threshold_uncertainty_score":0.3840901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566444381648987,"score_gpt":0.1894575446583765,"score_spread":0.1737931008418866,"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."}}