{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0143511,0.001076172,0.0005328925,0.00378471,0.004287968,0.007050838,0.004228936,0.002938198,0.008153838],"category_scores_gemma":[0.008429462,0.0007577409,0.001367483,0.003606748,0.01118636,0.007310993,0.004421253,0.003242522,0.001385783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01207372,"about_ca_system_score_gemma":0.02188895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009896027,"about_ca_topic_score_gemma":0.01291828,"domain_scores_codex":[0.9891346,0.008189431,0.0003793327,0.0008025069,0.0009556056,0.0005386104],"domain_scores_gemma":[0.9930402,0.004442383,0.0004852708,0.000433788,0.0009165727,0.0006817118],"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":[0.00002499131,0.0001978876,0.001589568,0.0004873709,0.00002529261,0.000247664,0.04617888,0.005045295,0.0003187204,0.9061573,0.002974769,0.0367523],"study_design_scores_gemma":[0.0001675241,0.0002533251,0.001926988,0.002499633,0.0000681259,0.0004757966,0.06864601,0.03085328,0.0009292727,0.7710833,0.1230181,0.00007870777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02461381,0.0007105214,0.7814261,0.01897162,0.0001403395,0.003196715,0.0003456234,0.000313122,0.1702822],"genre_scores_gemma":[0.3364391,0.0006618593,0.6500034,0.001330005,0.00002292125,0.004788643,0.0003259002,0.00005852343,0.00636965],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0143511,"threshold_uncertainty_score":0.08760142,"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."}}