{"id":"W4360891498","doi":"10.3828/jrs.2023.8","title":"Close encounters with the ‘Other’","year":2023,"lang":"en","type":"article","venue":"Journal of Romance Studies","topic":"Literature, Musicology, and Cultural Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0006204394,0.00006577145,0.0001846486,0.00004313227,0.0005747081,0.00005530265,0.000212139,0.00002463056,0.00001594856],"category_scores_gemma":[0.00009563623,0.0000279318,0.0000961778,0.0005275701,0.0003700651,0.0001954384,0.0000220808,0.0001248856,0.00001472645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003311845,"about_ca_system_score_gemma":0.00003966831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004071162,"about_ca_topic_score_gemma":0.002079413,"domain_scores_codex":[0.9992054,0.00009731169,0.00013908,0.00006661608,0.0003283101,0.0001632549],"domain_scores_gemma":[0.999275,0.0001287184,0.0002044695,0.00005908959,0.0003019377,0.00003074613],"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":[0.0001457814,0.00006001502,0.01161598,0.00003099771,0.002338636,0.0001694081,0.2844744,0.0001266557,0.0004062725,0.01700563,0.6766433,0.006982869],"study_design_scores_gemma":[0.0002685537,0.0001885707,0.009915655,0.00008176469,0.0001672903,0.000008599854,0.1988381,0.000002820057,0.00003096304,0.002807861,0.7875832,0.0001065645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311111,0.008148274,0.000003487339,0.05186452,0.0006273947,0.00007114431,0.000001919609,0.00002660809,0.008145543],"genre_scores_gemma":[0.9883939,0.001789039,0.00004696724,0.002764806,0.001022501,0.000003810306,1.30285e-7,0.000004022073,0.0059748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1109399,"threshold_uncertainty_score":0.4420248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03348440696883234,"score_gpt":0.3299575035070172,"score_spread":0.2964730965381849,"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."}}