{"id":"W3129155801","doi":"10.5539/elt.v14n3p12","title":"A Comparative Genre-Based Analysis of Move-Step Structure of RAIs in Two Different Publication Contexts","year":2021,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audience measurement; Linguistics; Genre analysis; Applied linguistics; Space (punctuation); Sociology; Variation (astronomy); Psychology; Media studies; Mathematics education; Political science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002382084,0.0001852993,0.0007946523,0.0005395733,0.00009323092,0.00008568151,0.0001945452,0.00002882166,0.002222626],"category_scores_gemma":[0.0005415097,0.0001530327,0.0002690684,0.000280646,0.000153373,0.000185193,0.00007091851,0.0002675421,7.72282e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005001054,"about_ca_system_score_gemma":0.00003109741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490268,"about_ca_topic_score_gemma":0.04415895,"domain_scores_codex":[0.9983939,0.0003308387,0.0005057864,0.0002761224,0.0003083871,0.0001849561],"domain_scores_gemma":[0.9986584,0.0002708689,0.0003348864,0.0004093969,0.0002921668,0.00003429802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002056509,0.0003352866,0.008638849,0.00006205427,0.002350841,0.00001674328,0.9330081,0.001132165,0.004077781,0.04664451,0.0001769861,0.003536145],"study_design_scores_gemma":[0.002077075,0.0000470518,0.01577937,0.0001885286,0.002730906,3.568275e-7,0.9496901,0.008596634,0.01905786,0.0001163431,0.001169483,0.0005462748],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691268,0.00145151,0.0002301891,0.00004345219,0.0001122628,0.0001050807,0.0002672874,0.00003579011,0.02862758],"genre_scores_gemma":[0.998455,0.000002175949,0.0002627986,0.00009147773,0.0001622053,0.000007809877,0.0004675273,0.00001238638,0.0005385612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04652816,"threshold_uncertainty_score":0.9986895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683061290692269,"score_gpt":0.3046224105106921,"score_spread":0.2877917976037694,"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."}}