{"id":"W2292415366","doi":"10.1017/ccol0521846765.010","title":"Elizabeth Gaskell and social transformation","year":2007,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transformation (genetics); Sociology; Biology; Genetics","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":[0.001725014,0.0004810498,0.0002699266,0.0005621759,0.00731559,0.00419738,0.0004801961,0.003274934,0.00789929],"category_scores_gemma":[0.002024098,0.0001823729,0.0001578445,0.0009640987,0.02072603,0.005042684,0.003391345,0.004153381,0.001305618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008084586,"about_ca_system_score_gemma":0.006868896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04112984,"about_ca_topic_score_gemma":0.07247666,"domain_scores_codex":[0.9982243,0.001170653,0.00002173219,0.0001433511,0.0002406341,0.0001992782],"domain_scores_gemma":[0.999525,0.0002517065,0.00003076885,0.00003872823,0.00006094527,0.00009299755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001017566,0.00001327569,0.0001269023,0.00005168815,0.000001415758,0.000066911,0.01479741,0.00008826855,0.00004481922,0.8085254,0.158067,0.01820662],"study_design_scores_gemma":[0.000004229915,0.000005520586,0.0002033005,0.0002135673,7.146387e-7,0.00003891335,0.006913569,0.00003375145,0.00005825701,0.1204077,0.8721146,0.000005879952],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00495914,0.09480884,0.0009223906,0.2991079,0.00268689,0.00002765711,0.0000367005,0.00004359365,0.5974069],"genre_scores_gemma":[0.3344287,0.04323246,0.001592552,0.06148534,0.001158527,0.0001812702,0.00004073617,0.0001198534,0.5577605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04112984,"threshold_uncertainty_score":0.08178085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05524969924159401,"score_gpt":0.2692339654610544,"score_spread":0.2139842662194604,"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."}}