{"id":"W2022832954","doi":"10.1353/vpr.2013.0035","title":"Retrospective: The New Girl","year":2013,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Girl; Encyclopedia; Context (archaeology); History; Sociology; Gender studies; Psychology; Library science; Developmental psychology; Computer science; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002656251,0.000204647,0.0004431137,0.00003728853,0.0004018376,0.0007158182,0.0005098158,0.00004525091,0.1111341],"category_scores_gemma":[0.0002324763,0.0001101425,0.0002967919,0.0001462702,0.0002858972,0.0002853083,0.00007423576,0.0002689894,0.004823457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004925246,"about_ca_system_score_gemma":0.00005880133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239003,"about_ca_topic_score_gemma":0.00008369485,"domain_scores_codex":[0.9985867,0.0001272773,0.0004098866,0.0002710463,0.0003352487,0.0002699085],"domain_scores_gemma":[0.9987904,0.00004755752,0.0001349194,0.0007036735,0.0001709316,0.0001525079],"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":[7.014319e-7,0.0000182233,0.00005891324,0.00019595,0.00007970934,0.000001364248,0.005654629,1.789209e-8,0.00001275962,0.2783861,0.7074907,0.008100849],"study_design_scores_gemma":[0.00006484633,0.00002260186,0.0001653247,0.0005606547,0.0001165646,0.00000292598,0.0000639892,0.000001868371,0.000002865245,0.003605414,0.9952357,0.000157191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004071876,0.484033,0.00005942825,0.08663417,0.003202637,0.001574896,0.00003804062,0.0003105921,0.4237401],"genre_scores_gemma":[0.380112,0.1031374,0.0006715654,0.07872701,0.03320355,0.0006880314,0.0001009754,0.0001960672,0.4031633],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3808956,"threshold_uncertainty_score":0.9959514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203458072007662,"score_gpt":0.2404746767914081,"score_spread":0.2284400960713315,"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."}}