{"id":"W4246436297","doi":"10.25336/p6ww35","title":"Guest Editor's Introduction","year":2017,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00426601,0.00182987,0.001379822,0.002491224,0.003003112,0.005738149,0.003529848,0.007747447,0.09511008],"category_scores_gemma":[0.03620183,0.000611692,0.001419175,0.001216179,0.001525417,0.003341173,0.002411918,0.008724006,0.03858715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003592563,"about_ca_system_score_gemma":0.007338399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006182091,"about_ca_topic_score_gemma":0.01156572,"domain_scores_codex":[0.9961039,0.0004810056,0.0003832962,0.0006752951,0.001798391,0.0005581928],"domain_scores_gemma":[0.9731846,0.004144051,0.001209139,0.0008643864,0.01644708,0.004150741],"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":[0.000009868368,0.000003363003,0.00002448333,0.00008041896,0.000001844701,0.00005905287,0.00001023284,0.00001170655,0.00002454952,0.0002092905,0.9950099,0.004555334],"study_design_scores_gemma":[0.00001054477,0.000008768253,0.0001448524,0.0002303291,0.00000430726,0.0001554923,0.00003262524,0.00003082742,0.00005382292,0.0002941743,0.9990249,0.000009372477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005678134,0.002339533,0.0001405987,0.0555913,0.9362368,0.00002833788,0.0001716548,0.0001003717,0.005334574],"genre_scores_gemma":[0.001809375,0.005419445,0.000363653,0.09006232,0.8504915,0.00008013886,0.0002574137,0.0001780057,0.05133809],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9938179,"threshold_uncertainty_score":0.318175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427452939113073,"score_gpt":0.3373825064344767,"score_spread":0.2946372125231694,"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."}}