{"id":"W2503111944","doi":"10.1017/ccol0521846765.008","title":"Elizabeth Gaskell’s shorter pieces","year":2007,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Novella; Originality; Narrative; Variety (cybernetics); Literature; History; Publishing; Resistance (ecology); Art; Space (punctuation); Philosophy; Sociology; Computer science; Linguistics; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001118351,0.0008955777,0.0003088311,0.001784942,0.003964209,0.005025106,0.0007721135,0.001517503,0.05686086],"category_scores_gemma":[0.007109846,0.0002754613,0.0002602036,0.001199654,0.002175348,0.003872749,0.002809251,0.00286773,0.01544114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004009434,"about_ca_system_score_gemma":0.002077215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006392032,"about_ca_topic_score_gemma":0.01253294,"domain_scores_codex":[0.9989786,0.000257461,0.00004348957,0.0001477803,0.0004589169,0.000113738],"domain_scores_gemma":[0.9975672,0.0009076496,0.0001389234,0.0002751987,0.0007953434,0.0003157672],"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":[0.00003782558,0.00001229926,0.00010165,0.0001087773,0.000003088443,0.0002151397,0.003353642,0.0000417639,0.0004614826,0.04141225,0.9246529,0.02959922],"study_design_scores_gemma":[6.260564e-7,0.000003364798,0.00009818798,0.00004666258,5.895035e-7,0.00006838766,0.0004327976,0.000008050366,0.00006452363,0.0008770704,0.9983968,0.000002953509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01043627,0.03347533,0.002963439,0.1381517,0.05558533,0.0001186074,0.001511631,0.0004522335,0.7573054],"genre_scores_gemma":[0.04213568,0.008556783,0.001491031,0.01192515,0.006657252,0.0001200338,0.0006691799,0.0006593778,0.9277855],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05686086,"threshold_uncertainty_score":0.1902186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411227089973858,"score_gpt":0.2086825315838337,"score_spread":0.1745702606840951,"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."}}