{"id":"W144371773","doi":"10.21225/d5k885","title":"Creating Learning Scenarios: A Planning Guide for Adult Educators","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Adult Learning; Psychology; Medical education; Sociology; Pedagogy; Adult education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007761278,0.00006552579,0.0001208648,0.000437236,0.0008006351,0.000127776,0.0001839398,0.00006906901,0.00002904246],"category_scores_gemma":[0.001237909,0.00008094904,0.0000807252,0.0002603093,0.00007064431,0.0003189348,0.000002791126,0.0001326765,0.000001668651],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007025764,"about_ca_system_score_gemma":0.006370399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1887735,"about_ca_topic_score_gemma":0.06733645,"domain_scores_codex":[0.9991748,0.0001644567,0.0002159361,0.00008720475,0.0001078502,0.0002497666],"domain_scores_gemma":[0.9978794,0.0001886373,0.0003905057,0.00005651595,0.00116024,0.0003246502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001960877,0.00005009165,0.4333857,0.00003857371,0.00003360049,0.000007541995,0.312786,0.0004565272,0.0001180127,0.08790068,0.1446823,0.0205214],"study_design_scores_gemma":[0.0001387401,0.00001770041,0.008353538,0.0002456028,0.00002191524,0.000005921865,0.2939708,0.000005801159,0.00000773265,0.0001094826,0.697039,0.00008380587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520531,0.0002679443,0.0003646509,0.002728642,0.001530431,0.000146569,0.000003174562,0.00001153557,0.04289394],"genre_scores_gemma":[0.9753021,0.000006806902,0.001280409,0.0001095944,0.001778281,4.735926e-7,0.000005658611,0.000007944669,0.02150872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5523567,"threshold_uncertainty_score":0.9992626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153913153737549,"score_gpt":0.2810630361002287,"score_spread":0.2695239045628532,"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."}}