{"id":"W2271050912","doi":"10.21225/d57p4p","title":"Curriculum Development for Adult Learners in the Global Community Volume 1: Strategic Approaches","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Global Education Systems and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Curriculum; Sociology; Psychology; Pedagogy; Medical education; Mathematics education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001364191,0.00004960976,0.000078655,0.0001103475,0.0005656576,0.0001132827,0.0004002092,0.00006273053,0.00001363635],"category_scores_gemma":[0.000381867,0.00004638293,0.00004084488,0.0002773156,0.0001274825,0.0001784593,0.000003525897,0.0002435286,0.000002360593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004228194,"about_ca_system_score_gemma":0.005083442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2658046,"about_ca_topic_score_gemma":0.8087919,"domain_scores_codex":[0.999226,0.0003236829,0.0001303259,0.00004398376,0.0001015102,0.0001744494],"domain_scores_gemma":[0.9990451,0.00004891838,0.0001657743,0.00007912955,0.0004620968,0.0001989566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005416624,0.0001071843,0.382574,0.00001638241,0.00001457229,0.000001507163,0.3775277,0.00001260545,0.000004332849,0.21691,0.01132176,0.0115046],"study_design_scores_gemma":[0.00009326719,0.00001008035,0.0297545,0.00002841197,0.000007414764,0.000005199338,0.7053502,0.000004914699,5.055686e-7,0.0004317119,0.2642633,0.00005049824],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792597,0.00002749378,0.00001705157,0.005596567,0.0009611712,0.0001420966,0.000003891965,0.000002513946,0.01398946],"genre_scores_gemma":[0.9985366,0.000001675211,0.0003699891,0.0001218307,0.0001802496,6.159737e-7,0.000004008467,0.000001624985,0.0007834355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5429873,"threshold_uncertainty_score":0.9017807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969217823883486,"score_gpt":0.2743329146727721,"score_spread":0.2346407364339372,"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."}}