{"id":"W2123642066","doi":"10.1002/ace.20","title":"Journal writing in health education","year":2001,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Continuing education; Professional development; Health professionals; Continuing professional development; Pedagogy; Focus (optics); Medical education; Nursing; Adult education; Psychology; Nurse education; Medicine; Health care; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001591449,0.00009484096,0.0001532055,0.0004419238,0.001166025,0.0000720749,0.00009012956,0.0000833544,0.0001032073],"category_scores_gemma":[0.001638822,0.00009332207,0.00003350802,0.0005943037,0.00002600526,0.0004141429,0.0000128265,0.0004241867,0.00001825808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004515575,"about_ca_system_score_gemma":0.00519031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005397428,"about_ca_topic_score_gemma":0.002830854,"domain_scores_codex":[0.9981748,0.0002480622,0.0006338447,0.000231148,0.000155166,0.0005569691],"domain_scores_gemma":[0.9981282,0.000337149,0.0002717692,0.0001193684,0.0006977426,0.0004458174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002100477,0.0001251394,0.08925162,0.0001041849,0.000001519195,3.454458e-8,0.007502899,8.813863e-7,0.00003679045,0.00104332,0.0838911,0.8180215],"study_design_scores_gemma":[0.0007979,0.0001544063,0.2395875,0.001924977,0.000006023042,0.00003571633,0.09561488,0.0003257458,0.000006613395,0.004580765,0.6567858,0.0001796585],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452369,0.002368845,0.001605989,0.03464439,0.006367268,0.001436351,0.000002338222,0.00006598957,0.008271986],"genre_scores_gemma":[0.935666,0.00502311,0.006683296,0.003982793,0.005036665,0.0008188208,0.00005104379,0.00002685729,0.04271143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8178418,"threshold_uncertainty_score":0.9207386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04958839847240409,"score_gpt":0.4703603060937318,"score_spread":0.4207719076213277,"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."}}