{"id":"W4309888808","doi":"10.5281/zenodo.7353170","title":"MULTI-LEVEL PLANNING THEORETICAL MODEL: A PROPOSED FRAMEWORK FOR DESIGNING ADULT EDUCATION PROGRAMS FROM THE PERSPECTIVES OF ADULT EDUCATION PROFESSIONALS","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adult education; Computer science; Mathematics education; Medical education; Psychology; Knowledge management; Engineering management; Pedagogy; Engineering; Medicine","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":[0.01219085,0.001014824,0.0005033197,0.003502818,0.003914363,0.006517977,0.004195174,0.002824069,0.008821885],"category_scores_gemma":[0.007190404,0.0007363187,0.001328424,0.003513259,0.01019588,0.006996692,0.004096788,0.003035849,0.001442601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01158271,"about_ca_system_score_gemma":0.02160997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090495,"about_ca_topic_score_gemma":0.01431329,"domain_scores_codex":[0.9907907,0.006787178,0.0003223688,0.000747519,0.0008403992,0.0005118601],"domain_scores_gemma":[0.9946724,0.00322641,0.0004027224,0.0003707294,0.000736023,0.0005919065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002103234,0.0001616224,0.00131162,0.000379977,0.0000214496,0.0001908244,0.03026722,0.00523299,0.000266242,0.9277471,0.002926031,0.03147398],"study_design_scores_gemma":[0.0001505496,0.0002241818,0.001739481,0.002012845,0.00006156158,0.0003965471,0.04775802,0.03246263,0.0008922633,0.7872812,0.1269511,0.00006954996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02016045,0.0006196565,0.7838013,0.01759421,0.0001193118,0.002639021,0.0003530832,0.0003290379,0.1743839],"genre_scores_gemma":[0.3329279,0.0006176074,0.6528666,0.001236458,0.00002291604,0.00452343,0.0003495421,0.00006421137,0.007391301],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01219085,"threshold_uncertainty_score":0.08403891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08846629848949027,"score_gpt":0.3787684904761948,"score_spread":0.2903021919867045,"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."}}