{"id":"W3023978323","doi":"10.5296/jse.v10i2.16600","title":"Online Personal Learning Networks for Older Adults: Impacts on Social and Mental Well-Being","year":2020,"lang":"en","type":"article","venue":"Journal of Studies in Education","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Psychology; Informal learning; Focus group; The Internet; Applied psychology; Social psychology; Qualitative research; Medical education; Sociology; Pedagogy; World Wide Web; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009924524,0.000180379,0.0001895773,0.0005080478,0.001190934,0.001118343,0.0002216855,0.0003853132,0.002342704],"category_scores_gemma":[0.004046794,0.00008118775,0.0002954488,0.0003494261,0.0003936236,0.0007281507,0.0016723,0.0004427107,0.0001757704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006228737,"about_ca_system_score_gemma":0.0007229822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01093247,"about_ca_topic_score_gemma":0.04271905,"domain_scores_codex":[0.9995854,0.0001591299,0.00003155417,0.00003822442,0.00006582202,0.000119802],"domain_scores_gemma":[0.9980451,0.0003942561,0.0004885554,0.00005641347,0.0002553891,0.0007602656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002937308,0.0009855697,0.8278884,0.0003439712,0.0001172676,0.0005433863,0.04687364,0.00007598962,0.0007569247,0.0003249845,0.001206293,0.1205898],"study_design_scores_gemma":[0.00001636938,0.0008794833,0.9354329,0.0002335215,0.0001054693,0.000312467,0.05787684,0.0001026872,0.0001583068,0.0002401069,0.004625177,0.00001674246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973581,0.0006253974,0.00002504304,0.0002277232,0.00001023278,0.00001083956,0.00004849492,0.000001466953,0.001692588],"genre_scores_gemma":[0.9989235,0.0004389965,0.00006263741,0.0001032048,0.000008746542,0.000009762798,0.00003368494,5.130764e-7,0.0004189212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01093247,"threshold_uncertainty_score":0.02173769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179926232539308,"score_gpt":0.3718908075028887,"score_spread":0.3400915451774956,"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."}}