{"id":"W4387564799","doi":"10.1515/9780887555688-003","title":"Preface","year":2018,"lang":"en","type":"book-chapter","venue":"University of Manitoba 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":[],"category_scores_codex":[0.0006204217,0.0007746695,0.0006748681,0.001684692,0.002335496,0.003528072,0.001410882,0.001175095,0.5197182],"category_scores_gemma":[0.003440681,0.0003530927,0.0004931232,0.001787725,0.0006870047,0.002899457,0.001989056,0.002547729,0.3381481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780475,"about_ca_system_score_gemma":0.00185071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004627143,"about_ca_topic_score_gemma":0.005577304,"domain_scores_codex":[0.9993041,0.00009175228,0.00004195381,0.0001405996,0.0003468419,0.00007475152],"domain_scores_gemma":[0.9986166,0.0002226486,0.00005293611,0.0001470366,0.0007626549,0.0001982114],"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":[0.00001655639,0.00001659202,0.0001116386,0.0001098344,0.000001423081,0.00004945305,0.0001788803,0.00004898624,0.0001074921,0.008450035,0.9481645,0.04274444],"study_design_scores_gemma":[0.000001199475,0.000005464213,0.0001506439,0.0000591683,4.911365e-7,0.00003671556,0.00009565399,0.00001264618,0.00002353932,0.0007525606,0.9988601,0.000001812288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008382698,0.005174374,0.002032921,0.007188344,0.0284058,0.000222081,0.004261972,0.0007867688,0.9510894],"genre_scores_gemma":[0.003800306,0.003472596,0.00106198,0.002309958,0.003898408,0.0001174841,0.005108299,0.0004671091,0.9797637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4802818,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03127374394874074,"score_gpt":0.1907149010479583,"score_spread":0.1594411570992176,"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."}}