{"id":"W4241567621","doi":"10.5040/9780755618644.ch-006","title":"‘Our bells are worn threadbare with ringing for victories’: The Annus Mirabilis, Part 1: Lagos Bay and Quebec","year":2016,"lang":"en","type":"book-chapter","venue":"I.B.Tauris eBooks","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ringing; Bay; Art; Geography; Archaeology; Engineering; Telecommunications","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002245068,0.0006388485,0.0007784938,0.00008465855,0.001491016,0.0003568887,0.0003842378,0.0002256515,0.0002701385],"category_scores_gemma":[0.00005110943,0.0004010247,0.0002316011,0.000005420236,0.0007916568,0.0001108631,0.0002006674,0.0003753024,0.00005797362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569801,"about_ca_system_score_gemma":0.00008283804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005935232,"about_ca_topic_score_gemma":0.09781626,"domain_scores_codex":[0.9978172,0.00002930744,0.0004651062,0.0007112109,0.0004030012,0.0005741444],"domain_scores_gemma":[0.9981328,0.0004029667,0.00038936,0.0005556351,0.0003692607,0.000150035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004261952,0.00004518324,0.0001080974,0.0007189007,0.00116708,0.0001588165,0.03312012,3.6716e-7,0.000004223904,0.6166067,0.2390704,0.1085739],"study_design_scores_gemma":[0.0005212719,0.0001276492,0.00002505938,0.001171544,0.0001958182,0.00001045595,0.001607326,3.474793e-7,0.000007476049,0.004857969,0.9908014,0.0006736933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003889579,0.006475778,0.00003378381,0.001382764,0.001489796,0.001548429,0.001209181,0.0002639922,0.9872073],"genre_scores_gemma":[0.01550711,0.0001205265,0.00005731273,0.0004508408,0.00429647,0.0002460117,0.00002024526,0.0001982193,0.9791033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7517309,"threshold_uncertainty_score":0.9998441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187085627275289,"score_gpt":0.2000171323903459,"score_spread":0.168146276117593,"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."}}