{"id":"W4241680067","doi":"10.1080/14708477.2018.1423720","title":"Editorial","year":2018,"lang":"en","type":"editorial","venue":"Language and Intercultural Communication","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Sociology; Pedagogy; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004459952,0.0001355561,0.0002067145,0.00004671581,0.0007132117,0.0003147977,0.0006349527,0.0008139815,0.0001780553],"category_scores_gemma":[0.009838782,0.0001064724,0.00006516925,0.0001111727,0.001151828,0.0002703748,0.0002537058,0.001222149,0.00005728277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206613,"about_ca_system_score_gemma":0.0001821728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023319,"about_ca_topic_score_gemma":0.006033394,"domain_scores_codex":[0.9957235,0.002857424,0.0002015427,0.0002026037,0.0007761366,0.0002387691],"domain_scores_gemma":[0.9961807,0.002359281,0.0001315702,0.0003980568,0.0008221353,0.0001082367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000150774,0.000007256143,2.352825e-7,0.00002030967,0.00001593893,2.141321e-7,0.1334676,2.485184e-9,0.0000434591,0.001274656,0.8600606,0.005094625],"study_design_scores_gemma":[0.0001036861,0.00005383206,6.801424e-7,0.0001357974,0.00001319321,5.750016e-8,0.04503867,0.000001333974,0.00001164981,0.001182027,0.9533209,0.0001382372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002487623,0.003396588,0.0000182569,0.001772566,0.9687628,0.0001672156,0.00004919844,0.0000637239,0.02552088],"genre_scores_gemma":[0.0004132273,0.008770542,0.001455132,0.00003864725,0.9821709,0.00002061573,0.0004046751,0.0000135285,0.006712695],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09326023,"threshold_uncertainty_score":0.9985018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06039137274074746,"score_gpt":0.5035461029040884,"score_spread":0.4431547301633409,"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."}}