{"id":"W3123330610","doi":"10.15215/aupress/9781897425848.01","title":"A Woman of Valour: The Biography of Marie-Louise Bouchard Labelle","year":2010,"lang":"en","type":"book","venue":"Athabasca University Press eBooks","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vernon Jubilee Hospital","funders":"","keywords":"Art; Biography; Art history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001001785,0.0002670459,0.0005923864,0.0001202038,0.001589489,0.00002750809,0.0006603671,0.0002059935,0.0002932998],"category_scores_gemma":[0.00001030636,0.0001863089,0.0008486484,0.00002079517,0.001346851,0.00004814834,0.0003684113,0.0004503787,0.00000453959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046061,"about_ca_system_score_gemma":0.00005241332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008206617,"about_ca_topic_score_gemma":0.004093176,"domain_scores_codex":[0.998869,0.00006003365,0.0002513015,0.0002671673,0.000340008,0.0002124769],"domain_scores_gemma":[0.9986072,0.000148985,0.0004274928,0.0004047793,0.0003386431,0.00007291925],"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":[0.00007911986,0.00008872213,0.00002981883,0.0002561145,0.001737595,0.00002048641,0.07510861,4.520438e-7,0.00002448896,0.6608797,0.2606611,0.00111372],"study_design_scores_gemma":[0.0002212214,0.00007491524,0.000008550612,0.00005863747,0.000731342,2.106441e-7,0.001248216,0.000001966546,0.00001809142,0.0008358658,0.9965782,0.0002227603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00591907,0.0008932392,0.000003648057,0.0006508413,0.0003205421,0.0003105702,0.0005721256,0.00004984807,0.9912801],"genre_scores_gemma":[0.004744044,0.0006162593,0.00001830818,0.0000397396,0.0002128361,0.00000117601,0.00002982891,0.00001847053,0.9943193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7359171,"threshold_uncertainty_score":0.9997103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707383759203277,"score_gpt":0.1728149812844314,"score_spread":0.1557411436923986,"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."}}