{"id":"W4385312056","doi":"10.59962/9780774860017-002","title":"Preface","year":2019,"lang":"en","type":"book-chapter","venue":"University of British Columbia 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":[0.0006310528,0.000796881,0.0005254283,0.002841225,0.005592953,0.004276395,0.001149164,0.001199189,0.2814776],"category_scores_gemma":[0.002652507,0.0003320948,0.0003129975,0.002844669,0.001269538,0.00222494,0.001531593,0.002583159,0.09573891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01155857,"about_ca_system_score_gemma":0.007066441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.169359,"about_ca_topic_score_gemma":0.2561847,"domain_scores_codex":[0.9994842,0.00005001155,0.0000174688,0.00007670066,0.0003002259,0.00007126265],"domain_scores_gemma":[0.9985769,0.0001413914,0.00003984341,0.00008901265,0.0009337227,0.0002190393],"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":[0.000006486675,0.000006797939,0.00005264828,0.00004783214,5.073614e-7,0.00002919674,0.0002064563,0.00002253992,0.00004998597,0.009848272,0.9689924,0.02073692],"study_design_scores_gemma":[4.637382e-7,0.000001428581,0.0001218219,0.00004598372,2.310955e-7,0.00001338856,0.00006622212,0.000004936894,0.00001352323,0.0003954234,0.9993352,0.000001289227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006325385,0.01448559,0.0008538265,0.01369727,0.0301437,0.0001645302,0.003466371,0.0003118642,0.9362444],"genre_scores_gemma":[0.003135946,0.005388143,0.0003331024,0.001636396,0.003045639,0.00004855751,0.001378471,0.0001497475,0.9848839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2814776,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316030253526213,"score_gpt":0.1703976872368905,"score_spread":0.1572373847016284,"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."}}