{"id":"W2914626643","doi":"10.28925/1609-8595.2018.3-4.111115","title":"Organizational and content aspects of providers of adult education functioning in the USA and Canada","year":2018,"lang":"en","type":"article","venue":"Continuing Professional Education Theory and Practice","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Workforce; Adult education; Professional development; Pedagogy; Psychology; Ukrainian; Vocational education; Medical education; Public relations; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001483693,0.00006935297,0.00008856863,0.00007033275,0.0001115009,0.00001552312,0.00005066408,0.0000397873,0.0002266013],"category_scores_gemma":[0.00284221,0.00005404463,0.000005672299,0.0001347421,0.0001201614,0.0002197263,0.00002111377,0.0001000192,0.000001339609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002254273,"about_ca_system_score_gemma":0.001195604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01581937,"about_ca_topic_score_gemma":0.01954011,"domain_scores_codex":[0.9986503,0.0007174187,0.0002474812,0.0001528369,0.0001575576,0.00007440225],"domain_scores_gemma":[0.9972009,0.001776811,0.0002872093,0.00008684049,0.0006218854,0.00002634434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007407879,0.0003300701,0.1104125,0.00007992597,0.00003926145,2.334515e-7,0.05314304,2.484719e-7,0.001404941,0.7784283,0.001469349,0.0539513],"study_design_scores_gemma":[0.0004834141,0.00008743914,0.8432606,0.0003024041,0.00005994273,0.00006180284,0.1343123,0.000007354467,0.0003373652,0.01737688,0.003594372,0.0001161828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983797,0.0005068698,0.00007520403,0.003205818,0.001353073,0.0002867499,0.000001382277,0.000002497349,0.01077144],"genre_scores_gemma":[0.9966817,0.00002061166,0.0002805259,0.0009117262,0.0001041791,0.00003576973,0.00001480759,0.000004799929,0.001945914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7610514,"threshold_uncertainty_score":0.9983507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498092179941731,"score_gpt":0.3424185123309799,"score_spread":0.3174375905315626,"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."}}