{"id":"W2119228808","doi":"10.20360/g2201g","title":"Creating Characters with Diversity in Mind: Two Canadian Authors Discuss Social Constructs of Disability in Literature for Children","year":2011,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Conceptualization; Narrative; Diversity (politics); Psychology; Disability studies; Sociology; Aesthetics; Gender studies; Literature; Computer science; Art; Artificial intelligence; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000154909,0.0001348079,0.0002480507,0.0001583397,0.0001814181,0.0001053466,0.0001006898,0.00005008246,0.0002243287],"category_scores_gemma":[0.00001883437,0.00009956354,0.00005700995,0.0001026649,0.000248023,0.0004400464,0.00004877448,0.00015799,3.488322e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004236498,"about_ca_system_score_gemma":0.00001975374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08058237,"about_ca_topic_score_gemma":0.2731414,"domain_scores_codex":[0.9992155,0.00005547675,0.0002059655,0.0002227075,0.00007417608,0.0002262104],"domain_scores_gemma":[0.9996155,0.00004714417,0.00008632986,0.0001348139,0.00004939789,0.00006681026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008559957,0.00004240204,0.3082131,0.00003984135,0.00003170278,0.00001742954,0.6766642,7.096094e-8,0.000005770934,0.009763363,0.000005459157,0.005131068],"study_design_scores_gemma":[0.002584915,0.0001543986,0.939958,0.0005141351,0.0001572473,0.00001256682,0.05291856,0.00003320263,0.0001565937,0.001851655,0.001061583,0.0005970988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958949,0.0002072367,0.000001203007,0.00005313725,0.00004558824,0.0002106172,0.0005130901,0.000006611961,0.003067624],"genre_scores_gemma":[0.9988856,0.000001310933,0.0003010133,0.00008706674,0.0001632036,0.000008591452,0.0001826237,0.000008776535,0.0003618286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.631745,"threshold_uncertainty_score":0.9255401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141694722957519,"score_gpt":0.2343256677341291,"score_spread":0.222908720504554,"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."}}