{"id":"W1034427140","doi":"10.1017/cbo9780511804687.001","title":"Preface","year":2001,"lang":"en","type":"book-chapter","venue":"Cambridge University 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":[],"consensus_categories":[],"category_scores_codex":[0.0007023042,0.0007129296,0.0004816662,0.002530266,0.004507854,0.003928158,0.001408637,0.001279963,0.4736341],"category_scores_gemma":[0.003371978,0.0002892342,0.0002893492,0.002800963,0.001080401,0.002380874,0.001549026,0.002442223,0.2069908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007402167,"about_ca_system_score_gemma":0.00615412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09318044,"about_ca_topic_score_gemma":0.1448874,"domain_scores_codex":[0.9993616,0.00005049094,0.00002316287,0.00008676559,0.0003875093,0.00009058483],"domain_scores_gemma":[0.9983601,0.0001689504,0.0000403425,0.0001359183,0.001017593,0.0002771348],"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":[0.000008049444,0.00000851883,0.0000543314,0.00006249308,4.849452e-7,0.00003237958,0.0002480457,0.00002171947,0.00006826203,0.01534081,0.9546605,0.02949428],"study_design_scores_gemma":[5.033456e-7,0.000001589608,0.0001079679,0.00003595435,2.181288e-7,0.00001406787,0.0000723616,0.000003848,0.00001516887,0.0006996682,0.9990475,0.000001084903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004543278,0.004150272,0.0008401091,0.006671284,0.01377566,0.0001622236,0.003458166,0.0003521637,0.9701359],"genre_scores_gemma":[0.002584084,0.002048925,0.0004346494,0.001076215,0.001496797,0.00005635611,0.001778473,0.0001751368,0.9903494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9068196,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168845542492634,"score_gpt":0.1958076496215211,"score_spread":0.1741191941965948,"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."}}