{"id":"W2199605720","doi":"","title":"Getting published: Tips for emerging scholars","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Enculturation; Adjudication; Order (exchange); Discipline; Face (sociological concept); Process (computing); Political science; Engineering ethics; Sociology; Computer science; Business; Engineering; Social science; Law","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003005671,0.0003488337,0.0008574117,0.0009309544,0.0008117749,0.007162689,0.002622235,0.00006185959,0.01662593],"category_scores_gemma":[0.001756872,0.0002934711,0.0003481435,0.0003310641,0.0003024561,0.007578248,0.001076594,0.0003874838,0.00003309035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001821,"about_ca_system_score_gemma":0.0001411386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116181,"about_ca_topic_score_gemma":0.0006784254,"domain_scores_codex":[0.9970085,0.0001701247,0.0009475937,0.0004764218,0.0008559026,0.0005414465],"domain_scores_gemma":[0.9967493,0.0002907962,0.0009445851,0.0005286013,0.001216238,0.0002704984],"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":[0.0001421815,0.000319284,0.05194537,0.0001442011,0.00152346,0.00003747103,0.01691251,0.0001801233,0.00136744,0.01911884,0.8744811,0.03382801],"study_design_scores_gemma":[0.001397821,0.00002744859,0.008672981,0.0006217066,0.000698006,0.000009946481,0.02952738,0.000227635,0.001887545,0.05184491,0.9039177,0.001166897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.42534,0.07682107,0.0007513864,0.002507078,0.004488077,0.001253312,0.0002070951,0.0002100368,0.4884219],"genre_scores_gemma":[0.9875623,0.001078004,0.0005449655,0.0008135353,0.00205594,0.0001124529,0.00003715175,0.00009873733,0.007696898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5622223,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3547380363846152,"score_gpt":0.5530393804749605,"score_spread":0.1983013440903453,"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."}}