{"id":"W1541411100","doi":"10.21225/d5vc8p","title":"Online Scholarly Discourse: Lessons Learned for Continuing and Nurse Educators","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Inclusion (mineral); The Internet; Nurse education; Sociology; Pedagogy; Specialty; Medical education; Psychology; Nursing; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009343249,0.00008864718,0.0001473603,0.0004982838,0.0005485533,0.0003285594,0.0002711194,0.00009487504,0.00007948076],"category_scores_gemma":[0.002827184,0.0001090011,0.0000665525,0.0003171464,0.0002711545,0.00213948,0.000005175041,0.0002871566,0.000001828328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007685718,"about_ca_system_score_gemma":0.001699214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008261289,"about_ca_topic_score_gemma":0.04024111,"domain_scores_codex":[0.9989645,0.0002930954,0.0001699315,0.000154877,0.0001474656,0.0002701601],"domain_scores_gemma":[0.9977756,0.0002996724,0.0004186568,0.0001067071,0.0008608313,0.0005385907],"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":[0.00002627119,0.0001971406,0.0312355,0.00001496943,0.0000442452,0.000004901628,0.1900557,0.00000450529,0.0001731969,0.0230913,0.009392611,0.7457596],"study_design_scores_gemma":[0.0003951149,0.00006179833,0.01696065,0.0002323832,0.0001310454,0.00001469494,0.4022199,0.00001911213,0.00001817787,0.001010581,0.5787606,0.000175913],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541331,0.0008565852,0.0002236301,0.03476154,0.002083234,0.0002069135,0.00001302081,0.000008564749,0.007713408],"genre_scores_gemma":[0.9875272,0.0002386357,0.002857121,0.00009035394,0.0006717322,5.230093e-7,0.000004457923,0.00001091309,0.008599081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7455837,"threshold_uncertainty_score":0.9983428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04069529785057975,"score_gpt":0.359895670178185,"score_spread":0.3192003723276052,"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."}}