{"id":"W2184090598","doi":"10.5539/ells.v5n4p154","title":"Discourse Study of Genre: Autobiography","year":2015,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biography; HERO; Curiosity; Consciousness; Literature; Mode (computer interface); Personal life; Philosophy; Art; Psychoanalysis; Psychology; Epistemology; Computer science; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006574339,0.00008511708,0.0001530701,0.00008897793,0.0002112198,0.0001073391,0.00009376074,0.00003853831,0.00001218766],"category_scores_gemma":[0.001291819,0.00006294969,0.00002982226,0.0003939931,0.0001752208,0.0005910139,0.00004324219,0.0001156189,9.183588e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001036005,"about_ca_system_score_gemma":0.00004036121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003244481,"about_ca_topic_score_gemma":0.0002743897,"domain_scores_codex":[0.9991215,0.0002176262,0.0001374447,0.0001517403,0.0002375355,0.000134154],"domain_scores_gemma":[0.9991236,0.0002173914,0.00007950207,0.0001115438,0.0003857895,0.00008214868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001796287,0.0001924622,0.01014677,0.00001352875,0.0001023261,0.00001412128,0.9804064,3.575016e-7,0.000002214743,0.002929243,0.0049722,0.001202391],"study_design_scores_gemma":[0.0002612156,0.00009840771,0.001802541,0.00003518265,0.00003888103,4.691338e-7,0.9729648,1.748957e-7,0.000005225551,0.0002607227,0.02445442,0.00007802134],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469307,0.03960943,2.979008e-7,0.0004055021,0.000770739,0.0001545467,0.00001101044,0.00003549355,0.01208225],"genre_scores_gemma":[0.9968449,0.000298615,0.000108339,0.00006278764,0.0009562498,0.00001507827,0.00000711864,0.000004261223,0.00170263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04991418,"threshold_uncertainty_score":0.2567014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460582958288389,"score_gpt":0.4012316251745752,"score_spread":0.3666257955916913,"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."}}