{"id":"W2117861900","doi":"","title":"Granting Armorial Bearings in Canada Coats of Arms, Flags and Badges","year":2018,"lang":"en","type":"article","venue":"","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"FLAGS register; Forensic engineering; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006646136,0.0002526589,0.0002183453,0.002964807,0.006291827,0.003332069,0.0008933189,0.0005900009,0.02298327],"category_scores_gemma":[0.004190721,0.000330582,0.0002391842,0.003113132,0.001878734,0.0006761125,0.001370132,0.0006385518,0.00183624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01856701,"about_ca_system_score_gemma":0.02136035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.936683,"about_ca_topic_score_gemma":0.9852945,"domain_scores_codex":[0.9984079,0.00007037704,0.00002958423,0.0001131082,0.0009218708,0.0004570619],"domain_scores_gemma":[0.9977204,0.0001833755,0.0001415205,0.0001371171,0.001369311,0.0004481615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001695616,0.0005819398,0.3433046,0.0004455131,0.00007091724,0.002056621,0.03520675,0.01127733,0.02640405,0.05968025,0.123813,0.3954633],"study_design_scores_gemma":[0.00003007422,0.000195182,0.5871577,0.0002758154,0.00006458764,0.0002937068,0.09836155,0.00532636,0.008278567,0.002005675,0.2979065,0.000104276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8198571,0.0001049004,0.001520951,0.0003532566,0.0001011493,0.0001797779,0.002580658,0.0002078922,0.1750944],"genre_scores_gemma":[0.9217644,0.00009050277,0.003552074,0.00005286304,0.000004968674,0.00002938141,0.001090664,0.0001129938,0.07330216],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.063317,"threshold_uncertainty_score":0.1347137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667934883769115,"score_gpt":0.1746228333282039,"score_spread":0.1579434844905127,"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."}}