{"id":"W3083803419","doi":"","title":"Learning On-The-Go: Older Adults’ Use of Mobile Devices to Enhance Self-Directed, Informal Learning","year":2018,"lang":"en","type":"article","venue":"The Journal of Interactive Learning Research","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mobile device; Computer science; Informal learning; Educational technology; Electronic learning; Multimedia; Psychology; Human–computer interaction; Mathematics education; Pedagogy; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01005513,0.0002040376,0.0003678164,0.0007086011,0.00204664,0.0002076845,0.001393775,0.0001795695,0.0004872944],"category_scores_gemma":[0.0216961,0.0001316882,0.0001389428,0.001529885,0.001048552,0.0009167758,0.0004372923,0.005548798,0.000361635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815212,"about_ca_system_score_gemma":0.0003875539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079035,"about_ca_topic_score_gemma":0.0007611333,"domain_scores_codex":[0.9920525,0.004516116,0.0006644155,0.0002422444,0.001691451,0.0008332481],"domain_scores_gemma":[0.9850727,0.009922193,0.0008707577,0.0002910091,0.003657434,0.0001859279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003996315,0.000422884,0.05241663,0.00006441592,0.0005593941,0.00003757137,0.8274553,0.005316808,0.005186206,0.0003359011,0.00620908,0.09799952],"study_design_scores_gemma":[0.001074065,0.01280887,0.04965549,0.004370613,0.00008022459,0.00009428306,0.4782208,0.003649101,0.05320049,0.00008947582,0.3961301,0.0006264757],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992599,0.00008338285,0.00009772274,0.002452193,0.0002095363,0.0005215165,6.239605e-7,0.0001823161,0.003853669],"genre_scores_gemma":[0.9945975,0.0002253418,0.0004986182,0.0001130101,0.0004034776,0.0000214515,4.572703e-7,0.00003452905,0.004105639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.389921,"threshold_uncertainty_score":0.9992526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169924893724757,"score_gpt":0.3988559386756572,"score_spread":0.3671566897384096,"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."}}