{"id":"W2018508070","doi":"10.1002/nha3.10117","title":"Evaluation of Adult Learners: Ethical Issues","year":2000,"lang":"en","type":"article","venue":"New Horizons in Adult Education and Human Resource Development","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Credibility; Curriculum; Ethical issues; Quality (philosophy); Assessment for learning; Psychology; Computer science; Engineering ethics; Pedagogy; Formative assessment; Political science; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.3042044,0.0008687733,0.001540038,0.002445047,0.004418561,0.01000462,0.003178482,0.007543948,0.001431203],"category_scores_gemma":[0.3619937,0.0005372436,0.0007470328,0.00206709,0.01942554,0.008941047,0.006531219,0.007672995,0.0009621681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004637182,"about_ca_system_score_gemma":0.01220938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372049,"about_ca_topic_score_gemma":0.001828464,"domain_scores_codex":[0.4771459,0.4387441,0.02848349,0.004253983,0.04888136,0.00249121],"domain_scores_gemma":[0.5045424,0.4027059,0.0178949,0.01892881,0.05027409,0.005653867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003758756,0.0003727471,0.01182791,0.003873738,0.0001235373,0.001816573,0.1293469,0.0009479803,0.001971178,0.2946254,0.04989632,0.5048218],"study_design_scores_gemma":[0.0001453946,0.0008338022,0.006489866,0.02146887,0.00009076176,0.006387697,0.09615754,0.003575612,0.004822052,0.2823471,0.5774019,0.0002794871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07870705,0.09375434,0.3099931,0.4000238,0.008435852,0.006052431,0.0001501293,0.0004324147,0.1024509],"genre_scores_gemma":[0.5736564,0.02904588,0.2716896,0.09341774,0.004589793,0.0112455,0.0001147838,0.0002993836,0.01594094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3042044,"threshold_uncertainty_score":0.8580398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09011195925501389,"score_gpt":0.4520830073739415,"score_spread":0.3619710481189276,"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."}}