{"id":"W2087678569","doi":"10.5840/raven2011186","title":"Abbotsford, British Columbia","year":2011,"lang":"en","type":"article","venue":"Raven A Journal of Vexillology","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005414014,0.00002711309,0.000157818,0.0001375626,0.0004430384,0.000193264,0.0002458976,0.00009793643,0.008830893],"category_scores_gemma":[0.0001782121,0.00005190022,0.0001061102,0.0001218138,0.0005772639,0.0001462605,0.00001289897,0.00016472,0.00006139014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512349,"about_ca_system_score_gemma":0.0007434429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7795699,"about_ca_topic_score_gemma":0.9880811,"domain_scores_codex":[0.9992257,0.0001209433,0.0002262697,0.00006320835,0.000158618,0.0002052519],"domain_scores_gemma":[0.9993914,0.00002422535,0.0001983255,0.00006097506,0.000143191,0.0001819055],"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":[0.00008533499,0.000380532,0.05649877,0.00002550375,0.0002482457,0.004251901,0.06201843,0.000001577551,0.0001216501,0.02096359,0.7145683,0.1408362],"study_design_scores_gemma":[0.0002272312,0.0001085258,0.03568317,0.00001337484,0.00002094617,0.0002904714,0.0009223706,1.996265e-7,8.495844e-7,0.004532496,0.9581385,0.00006186917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5724618,0.003060943,0.0003416091,0.0007297937,0.003739639,0.000128597,0.00001366493,0.00002499162,0.419499],"genre_scores_gemma":[0.9490517,0.001134369,0.001282937,0.0006710094,0.0007177115,0.000001552901,5.764967e-7,0.00001471423,0.0471254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3765899,"threshold_uncertainty_score":0.9920751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217806517497679,"score_gpt":0.2247173777141187,"score_spread":0.2029367259643508,"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."}}