{"id":"W4385592187","doi":"10.59962/9780774860772-001","title":"Foreword","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":[0.0003641848,0.0007455912,0.0006029276,0.001533205,0.003106485,0.004421133,0.001332964,0.001797712,0.6149478],"category_scores_gemma":[0.002254658,0.0002769679,0.0003896939,0.001643955,0.0007809422,0.003000183,0.001824461,0.002798539,0.5009918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003039069,"about_ca_system_score_gemma":0.002562919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0155652,"about_ca_topic_score_gemma":0.03457916,"domain_scores_codex":[0.9994863,0.00004324225,0.00001935361,0.000081221,0.0003025498,0.00006740969],"domain_scores_gemma":[0.9989601,0.0001228308,0.0000317991,0.00006834896,0.0006610947,0.0001558846],"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":[0.000004585239,0.000006476536,0.00002587866,0.00004666919,4.272688e-7,0.00002045514,0.00006884852,0.00001204006,0.0000550219,0.006650858,0.9700407,0.02306809],"study_design_scores_gemma":[5.953247e-7,0.000001441742,0.00004044621,0.00003058921,2.356238e-7,0.00001494523,0.00005592019,0.000004171461,0.00001636316,0.0004796794,0.9993547,0.000001032475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000232323,0.00359125,0.0006378097,0.009820344,0.02136305,0.0001154035,0.001132892,0.0004584001,0.9626486],"genre_scores_gemma":[0.0007380685,0.0009668707,0.0001723429,0.001823292,0.001226715,0.0000240061,0.0004461652,0.0001540503,0.9944485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6149478,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324043519883532,"score_gpt":0.1700243849295529,"score_spread":0.1567839497307176,"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."}}