{"id":"W4235362982","doi":"10.7227/jace.20.2.1","title":"Guest Editorial","year":2014,"lang":"en","type":"editorial","venue":"Journal of Adult and Continuing Education","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pedagogy; Sociology; Psychology; Mathematics education","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":[0.0004377908,0.0001693361,0.000295109,0.0001921086,0.00003552396,0.0001265752,0.0001173548,0.0004574253,0.0001772783],"category_scores_gemma":[0.0006604002,0.0001622588,0.00008404796,0.0000477696,0.00002222067,0.0001950378,0.000007681264,0.0006555596,0.0001077724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132667,"about_ca_system_score_gemma":0.0001296893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.26776e-7,"about_ca_topic_score_gemma":0.000005907319,"domain_scores_codex":[0.9987001,0.00004963653,0.0004877359,0.00009755819,0.0005497229,0.0001152214],"domain_scores_gemma":[0.9981905,0.0001328704,0.0003383654,0.0001054733,0.001137303,0.00009543703],"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":[0.00001164943,0.00001531868,0.000007314978,0.00009256058,0.00001726487,1.548601e-7,0.0006721885,0.00002381804,0.0002067386,8.790482e-7,0.9785601,0.02039195],"study_design_scores_gemma":[0.0003609988,0.00007101121,0.00007909277,0.0006088691,0.00009037372,0.000003530945,0.0002289285,0.0000943483,0.0000189273,0.00004563524,0.9982358,0.0001624975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.011762,0.0002450607,0.00006580116,0.00002902992,0.9871522,0.00005742436,0.000003685936,0.00003533516,0.0006495297],"genre_scores_gemma":[0.003739222,0.000627029,0.00009827886,0.000009415796,0.9945077,0.000004356256,0.00004015572,0.00003563401,0.0009381631],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02022945,"threshold_uncertainty_score":0.6616721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003831582392816695,"score_gpt":0.2495396606658996,"score_spread":0.2457080782730829,"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."}}