{"id":"W4240962037","doi":"10.5840/raven20111827","title":"Drummondville, Québec","year":2011,"lang":"en","type":"article","venue":"Raven A Journal of Vexillology","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.0005354002,0.001124883,0.0006783502,0.001060498,0.007351013,0.004000176,0.001529551,0.001449084,0.5638416],"category_scores_gemma":[0.001653166,0.0004978924,0.000601811,0.00179795,0.0008212552,0.001042562,0.001029389,0.001717804,0.1111822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01352049,"about_ca_system_score_gemma":0.01678127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9068578,"about_ca_topic_score_gemma":0.9689161,"domain_scores_codex":[0.9993317,0.00008782835,0.0000292937,0.0001849656,0.0001938851,0.0001722907],"domain_scores_gemma":[0.9989685,0.00015084,0.00005417634,0.00009637505,0.0005694597,0.0001606506],"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":[0.0002848251,0.0001716968,0.006583828,0.0004221186,0.00006413603,0.0008787729,0.0007247237,0.001620127,0.001537404,0.03154373,0.5959057,0.360263],"study_design_scores_gemma":[0.00003170268,0.00002752273,0.01084418,0.0001790608,0.00001298745,0.0001367438,0.0004757539,0.0005623482,0.0003497191,0.0007041644,0.9866551,0.00002071086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0110211,0.009944507,0.001604638,0.004450108,0.001312807,0.0001645146,0.007998207,0.0005946822,0.9629095],"genre_scores_gemma":[0.008914273,0.000895794,0.0004866744,0.0002658696,0.00002398996,0.00001879341,0.0006845606,0.00008201126,0.9886281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5638416,"threshold_uncertainty_score":0.6221271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06574035694796032,"score_gpt":0.3160794298108643,"score_spread":0.250339072862904,"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."}}