{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004260455,0.0005328752,0.000459953,0.003823713,0.006240904,0.009419613,0.0008690899,0.001958818,0.01021548],"category_scores_gemma":[0.0118724,0.0002545451,0.0002642258,0.004061688,0.01876448,0.01223054,0.004791432,0.002790048,0.0008921573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004498602,"about_ca_system_score_gemma":0.001727258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00329828,"about_ca_topic_score_gemma":0.002645775,"domain_scores_codex":[0.9940755,0.004480422,0.0001568351,0.0005021787,0.0005774124,0.0002075505],"domain_scores_gemma":[0.9847993,0.01133717,0.001121531,0.001262382,0.0009301435,0.0005495001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003098056,0.00002817038,0.0009567735,0.0002531676,0.000008628011,0.000486897,0.6586592,0.00003978306,0.0005524898,0.3106328,0.01088525,0.01746578],"study_design_scores_gemma":[0.00001402616,0.00003432216,0.003123324,0.0009163525,0.00001204105,0.001002767,0.4380118,0.0002992047,0.0009771909,0.0607179,0.4948703,0.00002078249],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2445031,0.02310457,0.01412127,0.03721121,0.002062432,0.0001461881,0.0004640291,0.0001565124,0.6782307],"genre_scores_gemma":[0.9578879,0.004353257,0.002339724,0.001696427,0.000619952,0.00008728149,0.0001504955,0.0001954083,0.0326695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01021548,"threshold_uncertainty_score":0.0341742,"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."}}