{"id":"W6931549440","doi":"10.5281/zenodo.7353169","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":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adult education; Grounded theory; Adult Learning; Perspective (graphical); Adult learner; Higher education; Qualitative research; Reflection (computer programming)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004176151,0.0001355122,0.0001634538,0.0001651589,0.001556598,0.0002046053,0.0004613086,0.00004534584,0.0005794282],"category_scores_gemma":[0.001497874,0.0001101829,0.0001040968,0.000537188,0.0002684706,0.0001868296,0.0003341766,0.0003780465,0.00002474181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300912,"about_ca_system_score_gemma":0.00009026069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001218798,"about_ca_topic_score_gemma":5.298295e-8,"domain_scores_codex":[0.9984199,0.0002518517,0.0002650532,0.0003671643,0.0004412184,0.0002548312],"domain_scores_gemma":[0.9979988,0.00009027422,0.0001676979,0.0003234982,0.001301838,0.0001179255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001753207,0.006639465,0.0004023555,0.0003267046,0.0002813441,0.000002938038,0.06173816,0.0002339253,0.006441957,0.3615757,0.0243412,0.536263],"study_design_scores_gemma":[0.007725797,0.004903382,0.01018569,0.00553486,0.0007847182,0.000689582,0.6700937,0.1159296,0.005747474,0.1199002,0.05678117,0.001723959],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.524809,0.0009079066,0.4281516,0.01621235,0.0005105563,0.008738681,0.001067582,0.001172745,0.01842958],"genre_scores_gemma":[0.9610155,0.000007653526,0.03605538,0.000438659,0.0001468758,0.000003378751,0.001673937,0.0004490036,0.0002096379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6083555,"threshold_uncertainty_score":0.9997432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510009077705208,"score_gpt":0.3171961233835823,"score_spread":0.2720960326065303,"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."}}