{"id":"W2003444346","doi":"10.1080/1358684x.2011.575249","title":"Voicing Consciousness: The Mind in Writing","year":2011,"lang":"en","type":"article","venue":"Changing English","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Metaphor; Consciousness; Assertion; Voice; Focus (optics); Psychology; Linguistics; Power (physics); Sociology; Computer science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005933947,0.00009246478,0.0001096454,0.0001643034,0.00009446602,0.00002318788,0.0001445171,0.0000714807,0.0009325349],"category_scores_gemma":[0.0001238349,0.00007087032,0.00004404052,0.0002884969,0.00004885278,0.00006989772,0.00003431284,0.0001789127,0.0001078391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001742879,"about_ca_system_score_gemma":0.000007876078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001561402,"about_ca_topic_score_gemma":0.0001193864,"domain_scores_codex":[0.9991298,0.00009283778,0.0001605276,0.0001930095,0.00008148127,0.0003423651],"domain_scores_gemma":[0.9995397,0.0001100855,0.00005339749,0.0002126903,0.00005612238,0.00002800731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003823715,0.0001324697,0.01648094,0.00002587692,0.00005358182,0.0001834831,0.9087925,9.099349e-7,0.0002644556,0.01070425,0.001129182,0.06219412],"study_design_scores_gemma":[0.00293586,0.000120274,0.04979671,0.0004248719,0.0001316099,0.00007102039,0.9229981,0.0001330215,0.006723524,0.004222769,0.01157042,0.0008718459],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8192356,0.0004565807,0.0001877213,0.00002491049,0.001214143,0.0001283224,0.000003400842,0.00006213861,0.1786872],"genre_scores_gemma":[0.9979718,0.000003370194,0.00008295807,0.0003609141,0.000609159,0.00004535233,0.000006298319,0.00001835428,0.000901796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1787362,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585998018631006,"score_gpt":0.2741718432184593,"score_spread":0.2383118630321493,"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."}}