{"id":"W7110217118","doi":"10.1108/qrde-03-2021-0015","title":"Summary","year":2021,"lang":"en","type":"article","venue":"Quarterly review of distance education","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Pandemic; Representation (politics); Higher education; China; Table (database)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001085291,0.0004004196,0.0004892307,0.001240254,0.001963305,0.003728015,0.001190179,0.001200361,0.5919932],"category_scores_gemma":[0.00470707,0.000209958,0.0003234155,0.001259977,0.0002613405,0.002455249,0.001902283,0.001369273,0.4321242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458296,"about_ca_system_score_gemma":0.003470521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603465,"about_ca_topic_score_gemma":0.004265556,"domain_scores_codex":[0.9988829,0.000167805,0.00008239466,0.0001735961,0.0005033662,0.0001899153],"domain_scores_gemma":[0.9976311,0.0002658252,0.00009677192,0.0001694524,0.001177366,0.0006594349],"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":[0.00004935764,0.00007275043,0.001592353,0.0001627365,0.000002982278,0.0001358338,0.0003385038,0.00004341165,0.000178396,0.004568942,0.8818618,0.1109929],"study_design_scores_gemma":[0.000004529183,0.00002691894,0.001046585,0.00008551884,0.000001505821,0.0001044366,0.0003649592,0.00002271816,0.00005180934,0.0005252524,0.9977622,0.000003679588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007116193,0.002557699,0.002139885,0.01364754,0.005841698,0.0006142152,0.01577623,0.001050981,0.9512554],"genre_scores_gemma":[0.0209772,0.002770408,0.001528355,0.008979073,0.001222986,0.000450168,0.0100153,0.0003547298,0.9537019],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4080068,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009966703709127769,"score_gpt":0.28639902630034,"score_spread":0.2764323225912123,"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."}}