{"id":"W3081363283","doi":"10.1371/journal.pone.0237875","title":"Exploring the ethical issues in research using digital data collection strategies with minors: A scoping review","year":2020,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Gatekeeping; Scrutiny; Harm; Data collection; Research ethics; Informed consent; Social research; Engineering ethics; Social media; Psychology; Public relations; Data science; Computer science; Sociology; Political science; Medicine; Social psychology; Social science; Law; Alternative medicine; 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":[{"model":"gemma","categories":["research_integrity"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01103904,0.000228033,0.001442203,0.0001553001,0.0006626025,0.0006521321,0.0009584909,0.0001740981,0.00003130638],"category_scores_gemma":[0.006589953,0.0001449302,0.0000777622,0.002749114,0.0006572053,0.0009474229,0.0003861453,0.001970867,0.00002100604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002514004,"about_ca_system_score_gemma":0.002151625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814115,"about_ca_topic_score_gemma":0.001872549,"domain_scores_codex":[0.9896591,0.00729348,0.0005856164,0.0006026993,0.001408548,0.0004505412],"domain_scores_gemma":[0.995269,0.003668163,0.000207414,0.000536835,0.0002201432,0.00009842798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001979529,0.0003038839,0.000006554644,0.250417,0.000364128,0.00004410913,0.0219132,1.934538e-7,7.360489e-7,0.006038484,0.0002272448,0.7206647],"study_design_scores_gemma":[0.00004816573,0.0000877656,4.391869e-7,0.7239957,0.000278948,0.00000114938,0.007788213,0.00001297836,5.440345e-7,0.0002389395,0.2673059,0.0002412182],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002523977,0.9931391,0.00008495745,0.002293997,0.00003670375,0.002401727,0.00001997166,0.00003771918,0.001960611],"genre_scores_gemma":[0.000003920351,0.9938037,0.005252831,0.00003636317,0.000437834,0.0002857409,0.00002992725,0.00003359674,0.0001161192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7204235,"threshold_uncertainty_score":0.8562546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9439772789083111,"score_gpt":0.6428719519843116,"score_spread":0.3011053269239995,"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."}}