{"id":"W4237951410","doi":"10.1002/ace.20048","title":"Editors' Notes","year":2013,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Declaration; Citation; Commission; Library science; Sociology; Political science; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001813535,0.00006252458,0.00006522806,0.00006482139,0.000507673,0.0002852182,0.00006489186,0.00006343426,0.0003131206],"category_scores_gemma":[0.002516955,0.00006689836,0.00002991421,0.0001892462,0.00005572665,0.0006358034,0.000005512292,0.00007577382,0.00007630906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004572268,"about_ca_system_score_gemma":0.0002532013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368724,"about_ca_topic_score_gemma":0.0007080674,"domain_scores_codex":[0.9994037,0.00006612002,0.0001135636,0.0001599237,0.0001028869,0.0001537908],"domain_scores_gemma":[0.9986736,0.0004557592,0.00009546216,0.00008473959,0.0005588772,0.0001315875],"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":[0.000002318664,0.00007102531,0.01171094,0.000006360999,0.000007031782,4.35887e-9,0.03480676,4.710202e-7,0.0001741628,0.005372054,0.2016656,0.7461833],"study_design_scores_gemma":[0.00009187886,0.00001508185,0.01824694,0.00003366188,0.00002024839,4.322934e-7,0.01551356,0.000008832839,0.00007715257,0.001266744,0.9646319,0.00009358238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8499445,0.0005970347,0.001292822,0.08494193,0.02115682,0.001204046,0.000001887759,0.0004161746,0.04044477],"genre_scores_gemma":[0.9121225,0.000138016,0.005667788,0.0003250203,0.01040137,0.0003773036,0.00001128492,0.00001427459,0.07094242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7629663,"threshold_uncertainty_score":0.9928807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138579186523694,"score_gpt":0.3336741623190261,"score_spread":0.3222883704537892,"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."}}