{"id":"W2524872597","doi":"10.1002/ace.20136","title":"Editors' Notes","year":2015,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Adult education; Pedagogy; Safeguarding; Sociology; Higher education; Curriculum; Psychology; Political science; Law; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00350705,0.00111443,0.001110014,0.00298719,0.002652077,0.007616339,0.003705112,0.005343679,0.3792816],"category_scores_gemma":[0.02913127,0.0005659857,0.001239443,0.002919951,0.001128841,0.004885438,0.003185471,0.005645173,0.2718394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002921389,"about_ca_system_score_gemma":0.005866615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003687702,"about_ca_topic_score_gemma":0.005983871,"domain_scores_codex":[0.9959087,0.0003510231,0.0003613261,0.0007187411,0.002229766,0.0004305319],"domain_scores_gemma":[0.9863248,0.002903566,0.0007408921,0.001180628,0.00715027,0.001699867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006681792,0.000005692616,0.00001987625,0.00007505126,0.000001007042,0.00002623845,0.00002564561,0.00001179504,0.0000401191,0.001489651,0.9865267,0.01177146],"study_design_scores_gemma":[0.000002113176,0.000002198282,0.00003931455,0.00008741426,8.087119e-7,0.00002361294,0.00002438595,0.000006760809,0.00002799761,0.0002887992,0.9994942,0.000002328143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002697376,0.01278605,0.0009519428,0.1088672,0.5997868,0.0002332213,0.002594409,0.0007132625,0.2737974],"genre_scores_gemma":[0.002559491,0.01011287,0.001396658,0.06868495,0.09810524,0.0002782276,0.00171624,0.000679686,0.8164666],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3792816,"threshold_uncertainty_score":0.8853796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0339144164230429,"score_gpt":0.355022176065341,"score_spread":0.3211077596422982,"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."}}