{"id":"W4200580883","doi":"10.19173/irrodl.v22i4.6250","title":"Editorial - Volume 22, Issue 4","year":2021,"lang":"en","type":"editorial","venue":"The International Review of Research in Open and Distributed Learning","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Volume (thermodynamics); Computer science; Data science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009943143,0.005447541,0.00608091,0.007778299,0.005097424,0.01428966,0.005766804,0.01688235,0.0475092],"category_scores_gemma":[0.03144161,0.001537319,0.003869174,0.003319962,0.003100244,0.005564354,0.00306019,0.01763674,0.03425022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004317664,"about_ca_system_score_gemma":0.00523832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002297011,"about_ca_topic_score_gemma":0.007428485,"domain_scores_codex":[0.9910548,0.001296247,0.0008284592,0.0008994967,0.005226886,0.0006941468],"domain_scores_gemma":[0.969714,0.009060017,0.002263784,0.0009800293,0.01226692,0.005715242],"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":[0.00003250136,0.00001814537,0.00001810371,0.0001302844,0.0000147881,0.0000382899,0.000004474155,0.00001634313,0.00003863786,0.0001131359,0.9963189,0.003256404],"study_design_scores_gemma":[0.0001369844,0.00003781573,0.0003202086,0.0005282075,0.00007633431,0.0001228263,0.00003975736,0.000163305,0.0001091524,0.001225858,0.9972169,0.00002255573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002236978,0.002667432,0.00007042124,0.01676713,0.9786445,0.00002682363,0.0000530291,0.00004952972,0.001698825],"genre_scores_gemma":[0.0002616755,0.00271874,0.00009292956,0.01421362,0.9685143,0.00004069909,0.00006710019,0.0000577901,0.01403311],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0475092,"threshold_uncertainty_score":0.1589341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06983806528976436,"score_gpt":0.3739230619899659,"score_spread":0.3040849967002015,"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."}}