{"id":"W2627073372","doi":"","title":"Foreword: Getting Published","year":2017,"lang":"en","type":"article","venue":"Journal of Teaching English for Specific and Academic Purposes","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University; College of the Rockies","funders":"","keywords":"Psychology","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":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00356765,0.000217823,0.0004396247,0.0002062519,0.002144407,0.001711722,0.001065446,0.0002119297,0.00007901666],"category_scores_gemma":[0.005613206,0.0001706813,0.000210919,0.00001131439,0.0002998386,0.004044016,0.0001519597,0.002400313,0.000001252255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000433937,"about_ca_system_score_gemma":0.00004874676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002750079,"about_ca_topic_score_gemma":0.000004685281,"domain_scores_codex":[0.9981385,0.00006257983,0.0008014816,0.0002398949,0.0003515807,0.0004059988],"domain_scores_gemma":[0.9971727,0.000485702,0.00150322,0.0002574427,0.000397884,0.0001830839],"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":[0.00009473733,0.00003554685,0.004095513,0.0001027267,0.00008801609,0.000009698319,0.03690368,0.000003921143,0.0001664613,0.3898952,0.4843381,0.08426641],"study_design_scores_gemma":[0.0007885336,0.00009512229,0.0005059905,0.0003625466,0.00004785127,0.00004253263,0.01161278,0.00007114268,0.00005767993,0.01402796,0.9721433,0.0002445715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7971604,0.01031077,0.001856048,0.01253692,0.01307787,0.0005515684,0.0002022572,0.0002272321,0.1640769],"genre_scores_gemma":[0.9688712,0.0004388744,0.001760868,0.0003115252,0.02396598,0.000006241319,0.000006266803,0.00004294992,0.004596113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4878052,"threshold_uncertainty_score":0.9999012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05217983016255225,"score_gpt":0.2938909413126243,"score_spread":0.2417111111500721,"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."}}