{"id":"W2964415892","doi":"10.11591/edulearn.v13i2.6516","title":"Analyzing ethical considerations and research methods in children research","year":2019,"lang":"en","type":"article","venue":"Journal of Education and Learning (EduLearn)","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Commit; Psychology; Ethical issues; Research ethics; Educational research; Anonymity; Engineering ethics; Space (punctuation); Pedagogy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02150443,0.00005877439,0.0001654407,0.0006911861,0.0009678349,0.0003120914,0.00008167867,0.0001741326,0.0005250039],"category_scores_gemma":[0.006064237,0.00004970091,0.0000308,0.0005859836,0.0003147806,0.0002591517,0.00003388826,0.002822446,0.00001650215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009578065,"about_ca_system_score_gemma":0.0009706331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328524,"about_ca_topic_score_gemma":0.0002734746,"domain_scores_codex":[0.9925803,0.00613984,0.0003334616,0.0001640882,0.0005063587,0.0002759487],"domain_scores_gemma":[0.9963275,0.002547332,0.0001381311,0.00007889465,0.0007228052,0.0001853324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003263558,0.0001741566,0.8004602,0.00001427345,0.00003102822,0.000001054411,0.07017493,0.0002025617,0.0004992746,0.08453602,0.00124259,0.04263132],"study_design_scores_gemma":[0.0005078678,0.0002809556,0.9048764,0.0001847277,0.00001550514,0.00004507711,0.02796438,0.0002615887,0.00005519612,0.01846387,0.04720665,0.0001377536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818907,0.0007294617,0.00006816041,0.01202754,0.0001848907,0.0001770966,1.413402e-7,0.000005369241,0.004916598],"genre_scores_gemma":[0.992736,0.0005139978,0.004341554,0.00008824094,0.0003624107,0.000003141719,0.000001315456,0.000007378565,0.001945951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1044163,"threshold_uncertainty_score":0.9994781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1539723732336069,"score_gpt":0.5697081744811965,"score_spread":0.4157358012475896,"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."}}