{"id":"W4220676842","doi":"10.53730/ijhs.v6ns1.4758","title":"Educational technology applied to adult education","year":2022,"lang":"en","type":"article","venue":"International Journal of Health Sciences","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Andragogy; Adult learner; Adult education; Adult Learning; Affect (linguistics); Psychology; Educational technology; Higher education; Mathematics education; Pedagogy; Medical education; Medicine; Political science; Communication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008534237,0.0003439824,0.0002683019,0.001307426,0.0006126824,0.002897431,0.0004218068,0.001390167,0.01162238],"category_scores_gemma":[0.002901169,0.0001197556,0.0003948072,0.001520171,0.001357107,0.001934727,0.001834133,0.001047468,0.001820858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009742402,"about_ca_system_score_gemma":0.00110422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005449742,"about_ca_topic_score_gemma":0.0003042548,"domain_scores_codex":[0.9987245,0.000555421,0.0001320979,0.000124229,0.0003700939,0.00009354611],"domain_scores_gemma":[0.9988167,0.0007414994,0.00007161403,0.0001403134,0.0001620406,0.00006786231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008994759,0.0002085071,0.00366085,0.001684092,0.00002651593,0.000937001,0.003650125,0.001674923,0.008185238,0.1989795,0.007097667,0.7738056],"study_design_scores_gemma":[0.00004479141,0.00132891,0.01445212,0.003870666,0.00008998461,0.004808457,0.004941554,0.004098994,0.01463115,0.1480909,0.8035582,0.00008425618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08717823,0.07730749,0.1893712,0.009501967,0.003691808,0.0006946184,0.0001948652,0.0007796774,0.6312802],"genre_scores_gemma":[0.7705866,0.05703526,0.06587341,0.0027864,0.001049111,0.0006318564,0.0001445455,0.0001083641,0.1017844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01162238,"threshold_uncertainty_score":0.03888083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993804522389259,"score_gpt":0.4244086436243364,"score_spread":0.4044705984004439,"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."}}