{"id":"W2035183401","doi":"10.1007/s10643-013-0624-3","title":"Writing for Scholarly Publication as “Tacit Knowledge”: A Qualitative Focus Group Study of Doctoral Students in Education","year":2013,"lang":"en","type":"article","venue":"Early Childhood Education Journal","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Promotion (chess); Focus group; Publication; Higher education; Scholarly communication; Medical education; Psychology; Writing process; Academic writing; Class (philosophy); Sociology; Pedagogy; Publishing; Political science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.06699653,0.0008602234,0.001842293,0.004039518,0.03285018,0.02472693,0.004439776,0.007251486,0.005117384],"category_scores_gemma":[0.1485724,0.001418386,0.0006945123,0.003448063,0.02351737,0.0134475,0.02042879,0.01439387,0.0009014377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0093243,"about_ca_system_score_gemma":0.03506571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004278544,"about_ca_topic_score_gemma":0.008403091,"domain_scores_codex":[0.9159154,0.06254473,0.003332238,0.003180026,0.007827509,0.007200086],"domain_scores_gemma":[0.7282798,0.2039134,0.01722833,0.006731116,0.01679493,0.0270524],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009076705,0.00005505471,0.001210028,0.00003571242,0.000002177686,0.0001168584,0.9964959,0.000002348854,0.0001435845,0.0003621883,0.0001975031,0.0013696],"study_design_scores_gemma":[0.000004522133,0.00002723021,0.0007004152,0.00006833444,0.000002350757,0.00008793181,0.9968172,0.000008335499,0.00007073655,0.0001646982,0.002041094,0.000007086103],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776155,0.0008910237,0.001029217,0.01075288,0.0002976023,0.0002924664,0.00005122648,0.00001993114,0.009050065],"genre_scores_gemma":[0.9895689,0.0007819862,0.0007081263,0.003709618,0.0001161402,0.0004201494,0.00004834792,0.00004318548,0.004603511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9752731,"threshold_uncertainty_score":0.3543158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269790710213084,"score_gpt":0.5330722088078653,"score_spread":0.4060931377865569,"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."}}