{"id":"W4287307593","doi":"10.1177/03631990221116540","title":"Book Review: <i>A Cultural History of Marriage in the Renaissance and Early Modern Age</i> by Joanne M. Ferraro","year":2022,"lang":"en","type":"article","venue":"Journal of Family History","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"The Renaissance; Sociology; Art; History; Art 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":[],"consensus_categories":[],"category_scores_codex":[0.0009547925,0.000140745,0.0004461174,0.000067432,0.0003032292,0.000006339104,0.0002644916,0.00002754809,0.0003356157],"category_scores_gemma":[0.00004187138,0.0001037234,0.0001673911,0.00003719049,0.0004397717,0.0001992783,0.0000402942,0.0005308224,0.000001089346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002310619,"about_ca_system_score_gemma":0.0001498573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003954056,"about_ca_topic_score_gemma":0.00004046401,"domain_scores_codex":[0.9982377,0.0002944086,0.0005832904,0.0001793632,0.0005224872,0.0001827978],"domain_scores_gemma":[0.9989928,0.00005679723,0.0005594135,0.000186198,0.0001417041,0.00006306875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003371122,0.00009178362,0.00001316261,0.0002197258,0.00002045671,0.00001749841,0.1309461,0.00000100449,0.0001700853,0.0001329476,0.8678684,0.0004851338],"study_design_scores_gemma":[0.0002695077,0.0003045552,0.0001884187,0.00007477342,0.00003894399,0.00001789639,0.006868509,9.542156e-7,5.155631e-7,0.00004875562,0.9920732,0.0001139923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007984863,0.9665941,0.000001790599,0.002062538,0.002435225,0.0001686573,0.0000107058,0.000008251266,0.02073387],"genre_scores_gemma":[0.07010376,0.5356585,0.00004118398,0.06362378,0.001970737,0.00008706254,0.000008525518,0.00005998628,0.3284464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4309355,"threshold_uncertainty_score":0.6042187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08237781888497173,"score_gpt":0.2549499928962634,"score_spread":0.1725721740112916,"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."}}