{"id":"W4205295417","doi":"10.1002/tl.20454","title":"Editors’ notes","year":2021,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Library science; Citation; Political science; Sociology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009361967,0.00003911414,0.00005114363,0.00003099117,0.00349455,0.000131385,0.00002608138,0.0000342748,0.0001732566],"category_scores_gemma":[0.003285335,0.00004283494,0.00003207143,0.00007885657,0.00002463829,0.0001336144,0.000009899894,0.0003919772,0.000008309602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003245151,"about_ca_system_score_gemma":0.0001218948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003934381,"about_ca_topic_score_gemma":0.0003983699,"domain_scores_codex":[0.9992103,0.0003949431,0.00006403741,0.0001227431,0.00008363923,0.0001243448],"domain_scores_gemma":[0.9990057,0.0008037933,0.00002893821,0.00004364134,0.0000357999,0.00008211381],"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":[0.000003793303,0.0000738083,0.004957338,0.00001026549,0.00003712624,8.230661e-7,0.1013595,0.0002386625,0.0003049874,0.02290057,0.07911064,0.7910025],"study_design_scores_gemma":[0.00007776939,0.0000108264,0.001068035,0.000009235617,0.00001324885,8.701359e-7,0.0200144,0.00002599793,0.00001932022,0.0002392102,0.9784675,0.00005363364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3488568,0.003038747,0.06853468,0.1012646,0.0266739,0.0004856424,0.000004357252,0.001276077,0.4498652],"genre_scores_gemma":[0.8125932,0.0002214521,0.01507953,0.0001993426,0.008489026,0.00002083396,0.00001054491,0.00001358917,0.1633725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8993568,"threshold_uncertainty_score":0.9978028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952659335350919,"score_gpt":0.3669374142562069,"score_spread":0.3274108209026977,"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."}}