{"id":"W2130822404","doi":"","title":"Lifestyle and the Construction of Identity: A Social Semiotics Study on Margaret Atwood’s Oryx and Crake","year":2014,"lang":"en","type":"article","venue":"Journal of academic and applied studies","topic":"Literary Theory and Cultural Hermeneutics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oryx; Semiotics; Identity (music); Social semiotics; Sociology; Style (visual arts); Gender studies; Media studies; Aesthetics; Linguistics; Art; Literature; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069823,0.0004944265,0.0003975616,0.001218634,0.01411401,0.006341694,0.000777831,0.001496693,0.001994424],"category_scores_gemma":[0.001367065,0.000348135,0.0001901502,0.001274019,0.02791847,0.003316162,0.003828724,0.002540219,0.000267703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005510482,"about_ca_system_score_gemma":0.002280765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0401587,"about_ca_topic_score_gemma":0.06939232,"domain_scores_codex":[0.9984579,0.001057899,0.00002142191,0.0001111723,0.0001460599,0.000205553],"domain_scores_gemma":[0.9991696,0.0004637768,0.00009714566,0.00003930104,0.00006038214,0.0001697969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003293115,0.00001903193,0.0005921734,0.00003587046,0.000001969104,0.0006898283,0.886591,0.00003834751,0.0003654342,0.1073774,0.001446408,0.002809732],"study_design_scores_gemma":[0.000009670414,0.00004113159,0.002643824,0.0001875425,0.000009238043,0.0007595968,0.8364336,0.0001607447,0.0003800649,0.01353859,0.1458136,0.00002238343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7979411,0.003243207,0.002935598,0.01032836,0.0001721136,0.00006944794,0.00003322274,0.00002574344,0.1852513],"genre_scores_gemma":[0.9862006,0.0006479548,0.000601585,0.0003056947,0.00001759462,0.00002663415,0.000008720431,0.0000236181,0.01216768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0401587,"threshold_uncertainty_score":0.0798499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03287336301615598,"score_gpt":0.279577257698106,"score_spread":0.24670389468195,"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."}}