{"id":"W7015415984","doi":"","title":"Students’ perceptions of using in writing of descriptive text with u-dictionary application and peer collaborative","year":2023,"lang":"en","type":"dissertation","venue":"Walisongo Repository (Walisongo State Islamic University)","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Aligarh Muslim University; Tehran University of Medical Sciences and Health Services; U.S. Department of Commerce","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Hyporeflexia; Dysgeusia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00271953,0.0002327119,0.0003232546,0.000638389,0.0009133301,0.003193017,0.0004112957,0.0007017544,0.004263323],"category_scores_gemma":[0.01466825,0.0002180565,0.0004034481,0.0003848435,0.0008045634,0.001535221,0.001375137,0.001041927,0.0009249314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003734866,"about_ca_system_score_gemma":0.0006609947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000908063,"about_ca_topic_score_gemma":0.001388353,"domain_scores_codex":[0.9969392,0.001207919,0.0002873618,0.0002474271,0.0009349237,0.0003832136],"domain_scores_gemma":[0.9870815,0.005767431,0.002607902,0.0004657313,0.001963955,0.002113543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00035471,0.002819625,0.5236612,0.0004817705,0.00005658024,0.001751573,0.3713297,0.0003520125,0.01898473,0.0008430805,0.001609073,0.077756],"study_design_scores_gemma":[0.00004169899,0.003286927,0.3763177,0.0002356903,0.00008840785,0.001657071,0.5914257,0.001839018,0.008581577,0.0005865293,0.01580854,0.0001311452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981218,0.00003233511,0.0002235664,0.00008629262,0.000005442851,0.00001492859,0.000007518207,0.000006749537,0.001501329],"genre_scores_gemma":[0.997659,0.00008118965,0.0003240078,0.00005472692,0.000003962851,0.0000188283,0.00001650602,0.000004951099,0.001836882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004263323,"threshold_uncertainty_score":0.01438248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071048352735801,"score_gpt":0.2267097564228735,"score_spread":0.2159992728955155,"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."}}