{"id":"W6949780196","doi":"10.5281/zenodo.14563228","title":"Editorial Acknowledgment","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00509022,0.001650322,0.00120132,0.002612935,0.002022884,0.006431785,0.002114827,0.005000635,0.07563643],"category_scores_gemma":[0.03743836,0.0005182234,0.001276027,0.001122,0.00116001,0.003697363,0.002497904,0.007739972,0.05699977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781111,"about_ca_system_score_gemma":0.00317209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006958853,"about_ca_topic_score_gemma":0.001347827,"domain_scores_codex":[0.994817,0.0006094413,0.0005426682,0.0008143773,0.002798196,0.0004183716],"domain_scores_gemma":[0.9656249,0.004619994,0.001949921,0.001457017,0.02195633,0.004391854],"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":[0.0000225533,0.000005293753,0.00002780134,0.0001025276,0.000003382703,0.00004734704,0.00001452292,0.00001013956,0.00006056357,0.0002602196,0.99239,0.007055682],"study_design_scores_gemma":[0.00001176474,0.000009513811,0.00009321629,0.0001824048,0.000006544018,0.0001279729,0.00004295736,0.00002992793,0.0001053672,0.0004940483,0.9988897,0.000006440535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008777972,0.002722063,0.0003592789,0.04243326,0.9469085,0.00004062303,0.0002123199,0.0001530692,0.007083127],"genre_scores_gemma":[0.002056814,0.005153339,0.0005416821,0.04748907,0.8739182,0.00008151873,0.0004565712,0.0003606575,0.06994215],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07563643,"threshold_uncertainty_score":0.253029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142383389773624,"score_gpt":0.2636835769840934,"score_spread":0.2422597430863572,"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."}}