{"id":"W4382682539","doi":"10.1515/9780773557789-003","title":"Preface","year":2019,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"National Identity and Symbolism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006191529,0.0005517372,0.0005574803,0.001845507,0.002075845,0.00365491,0.001104811,0.0009797688,0.5603046],"category_scores_gemma":[0.003881011,0.0003129301,0.0003477734,0.001826636,0.0005832501,0.0023059,0.001447081,0.002500652,0.3448392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180017,"about_ca_system_score_gemma":0.001670642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007664605,"about_ca_topic_score_gemma":0.01085266,"domain_scores_codex":[0.9995098,0.00005973344,0.00001967682,0.00006252958,0.0003080856,0.00004014025],"domain_scores_gemma":[0.9985532,0.0002472013,0.00004014645,0.0001373126,0.0008233406,0.000198758],"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":[0.00001078641,0.0000138536,0.00003344278,0.0000589903,6.368246e-7,0.00002138395,0.0001014059,0.00003458122,0.00008171853,0.008591052,0.9515657,0.03948647],"study_design_scores_gemma":[0.000001398531,0.000004271682,0.00009347386,0.00005130838,4.199881e-7,0.0000155262,0.00005372545,0.00001016202,0.00002614701,0.001097691,0.9986443,0.000001620225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003531899,0.002790283,0.001273246,0.005525419,0.02339541,0.0001725239,0.003054973,0.0004927018,0.9629422],"genre_scores_gemma":[0.000923177,0.0009724764,0.0003915804,0.0007636375,0.001774549,0.00004587723,0.001217275,0.0002138879,0.9936976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4396954,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224572126410247,"score_gpt":0.2379214177994063,"score_spread":0.2154642051583816,"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."}}