{"id":"W4409985382","doi":"10.32396/usurj.v10i1.831","title":"Nanami","year":2025,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Japanese History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003372125,0.0005301885,0.0002693101,0.0006265867,0.002630816,0.002583598,0.000567776,0.0006458607,0.479318],"category_scores_gemma":[0.0008346468,0.0002183141,0.0002079309,0.0005163397,0.0003328301,0.001703959,0.002468625,0.001182858,0.2563752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008064774,"about_ca_system_score_gemma":0.0009968338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006267496,"about_ca_topic_score_gemma":0.03031247,"domain_scores_codex":[0.9998302,0.00001531529,0.000006988727,0.00004702171,0.00006320238,0.0000372339],"domain_scores_gemma":[0.9996829,0.00001801435,0.0000129071,0.00002571794,0.0001206952,0.0001398413],"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":[0.0001582025,0.00005958381,0.001958167,0.0002480938,0.00001072947,0.0004524072,0.002260189,0.00006573123,0.005179875,0.01990127,0.7194683,0.2502375],"study_design_scores_gemma":[0.00000197902,0.000005436678,0.0006815898,0.00003056497,0.000002077538,0.00007481741,0.0004238234,0.00002278623,0.0002889717,0.0004048774,0.9980591,0.000003993278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006082068,0.001448867,0.001617096,0.004411143,0.003477001,0.00006891479,0.001716935,0.0009817706,0.9801963],"genre_scores_gemma":[0.008538948,0.000555034,0.0009470331,0.0006912311,0.0001326021,0.00003139846,0.0005816535,0.0003345418,0.9881875],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.479318,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03282373431156788,"score_gpt":0.3109110316300868,"score_spread":0.2780872973185189,"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."}}