{"id":"W2732898352","doi":"","title":"Towards a Biography of Lucy Broadwood (1858-1929): Problems and Perspectives","year":2011,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biography; Thursday; Singing; Dozen; Narrative; Visual arts; Musical; Presentation (obstetrics); Session (web analytics); History; Art history; Media studies; Library science; Art; Sociology; Literature; Computer science; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.0001400051,0.0000760773,0.0001407188,0.001800391,0.0005150419,0.00005120383,0.000256981,0.00009168562,0.0004832174],"category_scores_gemma":[0.00003461398,0.000112543,0.0001095784,0.0009323563,0.001189556,0.0004270581,0.0000646527,0.00009461388,0.0000117184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432876,"about_ca_system_score_gemma":0.0004444552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6322933,"about_ca_topic_score_gemma":0.7686846,"domain_scores_codex":[0.999227,0.00008312412,0.0000646622,0.000223267,0.0001794686,0.0002224065],"domain_scores_gemma":[0.99946,0.00001859362,0.00008161709,0.0001392704,0.0001125084,0.0001880136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004504907,0.0001991998,0.01006818,0.00005085731,0.0001348605,0.0000495995,0.4972771,2.225459e-7,0.0001471465,0.4825432,0.005416652,0.004067993],"study_design_scores_gemma":[0.00042353,0.0001352661,0.04078317,0.00003749647,0.00007676068,0.000001505787,0.094806,7.689029e-7,0.0000500388,0.001162786,0.8622853,0.0002373458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2837703,0.001031161,0.0001199086,0.001134561,0.0001573602,0.0002657053,0.00003903093,0.00009350022,0.7133885],"genre_scores_gemma":[0.9776759,0.001856351,0.0005535617,0.00001879439,0.0000389445,5.145438e-7,0.000001162669,0.000008759105,0.019846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8568687,"threshold_uncertainty_score":0.5290892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837944823374161,"score_gpt":0.1942482083066943,"score_spread":0.1658687600729527,"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."}}