{"id":"W4366142262","doi":"10.1177/07417136231164007","title":"Editorial","year":2023,"lang":"en","type":"editorial","venue":"Adult Education Quarterly","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006080297,0.0007136816,0.0006197138,0.0006650988,0.0002122138,0.0004238078,0.0009797296,0.002141572,0.0002395774],"category_scores_gemma":[0.004262639,0.0007925815,0.000291906,0.000942192,0.0001068841,0.0004522412,0.00002688748,0.00170443,0.1471279],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000776256,"about_ca_system_score_gemma":0.007079109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001564552,"about_ca_topic_score_gemma":0.0006441637,"domain_scores_codex":[0.9942597,0.0002503812,0.000857444,0.001142416,0.002713202,0.0007768445],"domain_scores_gemma":[0.9918059,0.00169496,0.0007481679,0.001389697,0.003993849,0.0003674742],"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":[0.00006125044,0.00028907,0.000002216478,0.000109331,0.00008163184,9.011487e-7,0.001938566,2.001513e-7,0.00003109534,0.0002140232,0.9913619,0.00590982],"study_design_scores_gemma":[0.0005558091,0.0004083232,0.00001040023,0.0002379269,0.0001422756,4.114533e-7,0.001343532,0.000003169643,0.000003091522,0.001756847,0.9947483,0.0007899437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006216798,0.00004663773,0.000005536731,0.0001877674,0.9942623,0.0005466365,0.001268286,0.001500616,0.002119988],"genre_scores_gemma":[0.00003378023,0.00001756597,0.00008665406,0.00002520733,0.9711837,0.0008282468,0.01164534,0.0006621375,0.01551737],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1468883,"threshold_uncertainty_score":0.9994525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004942092809367441,"score_gpt":0.2934655180956288,"score_spread":0.2885234252862613,"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."}}