{"id":"W2891371740","doi":"10.14288/1.0366911","title":"The Historical (Mis)Perceptions of the Thirteenth-Century Beguines","year":2018,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Indigenous Cultures and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002664514,0.00002379159,0.0001104425,0.00001153161,0.003585567,0.00004274771,0.0005943195,0.00008255455,0.0001759406],"category_scores_gemma":[0.00004747219,0.00004977299,0.0001523217,0.0002279457,0.001671954,0.0001064048,0.00006512221,0.0001030203,0.00001577682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003559383,"about_ca_system_score_gemma":0.0002192267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4301198,"about_ca_topic_score_gemma":0.905877,"domain_scores_codex":[0.9991276,0.0001166436,0.00008568856,0.0001414409,0.0003223413,0.0002062458],"domain_scores_gemma":[0.9992576,0.00003823353,0.00011972,0.0002207528,0.0003032805,0.00006041182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002198886,0.0003701239,0.02129133,0.0000345406,0.00008663643,0.0000134921,0.1004421,9.39947e-7,0.0005590373,0.0009411882,0.4048835,0.4713552],"study_design_scores_gemma":[0.0001131742,0.00003143661,0.6311983,0.00002191231,0.00002211356,0.000002112822,0.01780463,0.00000135067,1.625808e-7,0.0001437592,0.3506031,0.00005789334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442228,0.0005630354,0.00001353803,0.0006887314,0.0009809859,0.000199495,0.00003277853,0.00003049451,0.05326811],"genre_scores_gemma":[0.9845513,0.0005073518,0.00004503335,0.0000372734,0.0001839414,2.194901e-7,0.000001032198,0.000004382678,0.01466952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.609907,"threshold_uncertainty_score":0.9977117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007553854398076278,"score_gpt":0.1881094569996569,"score_spread":0.1805556026015807,"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."}}