{"id":"W4237479171","doi":"10.1002/ace.20245","title":"Editors’ Notes","year":2017,"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":"Royal Roads University","funders":"","keywords":"Citation; Library science; Columbia university; History; Media studies; Art history; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002266294,0.00005177112,0.00005710962,0.00004169388,0.001942029,0.0004220901,0.00009659551,0.00004404136,0.00007888464],"category_scores_gemma":[0.001727051,0.00005539939,0.00003213743,0.00003709785,0.00005978866,0.0004194283,0.00001041755,0.00005373807,0.000009778742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003987907,"about_ca_system_score_gemma":0.0001797763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007518673,"about_ca_topic_score_gemma":0.001832532,"domain_scores_codex":[0.999542,0.00002723415,0.00008639651,0.0001357865,0.00008393614,0.0001246228],"domain_scores_gemma":[0.9992492,0.0001244891,0.000106792,0.0001572354,0.0002597147,0.0001026355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003848013,0.00005401897,0.005754059,0.000004544299,0.000006449525,1.217941e-8,0.01121508,1.324808e-7,0.00004946652,0.01523194,0.1206782,0.8470023],"study_design_scores_gemma":[0.0001245421,0.00001137994,0.02951609,0.00003471699,0.00002278446,2.185858e-7,0.007449474,0.000003537717,0.00007121231,0.001742524,0.9609478,0.00007572051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5774339,0.0008252551,0.003492549,0.1419597,0.07390038,0.001452515,0.00001202442,0.0003604839,0.2005632],"genre_scores_gemma":[0.9368969,0.000384867,0.00211211,0.000156979,0.01046289,0.0001246139,0.000007421637,0.00000852174,0.04984576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8469266,"threshold_uncertainty_score":0.9993573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878073764465406,"score_gpt":0.3676957165977368,"score_spread":0.3389149789530827,"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."}}