{"id":"W4386342335","doi":"10.1515/9780888646774-001","title":"Preface","year":2011,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta; Yale University","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0004213955,0.001067221,0.0005073666,0.002636835,0.00728935,0.004320698,0.001209549,0.001620209,0.4415392],"category_scores_gemma":[0.00122095,0.0004277289,0.0003329761,0.003857144,0.0008725679,0.001643021,0.001807553,0.00183442,0.156595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02439464,"about_ca_system_score_gemma":0.01828456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.589373,"about_ca_topic_score_gemma":0.8052704,"domain_scores_codex":[0.9994392,0.00003879789,0.00001884557,0.00007959443,0.0002833587,0.0001403104],"domain_scores_gemma":[0.998816,0.00004709845,0.00003559785,0.00005473466,0.0006586931,0.0003879008],"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":[0.000006662442,0.000006655596,0.0001055297,0.00006175656,4.740525e-7,0.00004357894,0.000404128,0.00002984405,0.0000387414,0.008655475,0.9733192,0.0173279],"study_design_scores_gemma":[6.855824e-7,0.000001741866,0.0003920106,0.00003911852,3.506491e-7,0.00001101965,0.0002075326,0.000004498975,0.00001129494,0.0002149999,0.9991153,0.000001537986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007610888,0.006264027,0.000289748,0.006341587,0.01026267,0.0001814058,0.006343383,0.0002479639,0.969308],"genre_scores_gemma":[0.002799526,0.002151393,0.0001492616,0.0004507335,0.0005104363,0.00003497466,0.001670596,0.0000789817,0.9921541],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.589373,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02676225214876858,"score_gpt":0.1829608096490899,"score_spread":0.1561985575003213,"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."}}