{"id":"W3160694446","doi":"10.1007/s11125-021-09582-6","title":"Learning loss during Covid-19: An early systematic review","year":2021,"lang":"en","type":"review","venue":"Prospects","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":425,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Wilfrid Laurier University","funders":"","keywords":"Novelty; Coronavirus disease 2019 (COVID-19); Demographics; Systematic review; Psychology; Subject (documents); Higher education; Medical education; Mathematics education; MEDLINE; Medicine; Demography; Social psychology; Computer science; Political science; Sociology; Economic growth; Library science; Economics; Pathology","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":[0.03641952,0.002070514,0.01067838,0.01157518,0.0008964993,0.005597423,0.002540987,0.003803083,0.01050442],"category_scores_gemma":[0.1465587,0.001501834,0.009769893,0.009136785,0.001707179,0.005820633,0.0060198,0.003631272,0.001372692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007148536,"about_ca_system_score_gemma":0.02816309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006388321,"about_ca_topic_score_gemma":0.03004467,"domain_scores_codex":[0.9740282,0.009196956,0.009746613,0.001640141,0.004451641,0.0009364898],"domain_scores_gemma":[0.9014217,0.06782397,0.01735993,0.00221577,0.00969143,0.001487239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005294518,0.00002931053,0.0006674064,0.9028141,0.008173538,0.00009586842,0.0002283001,0.0000939145,0.0001442785,0.0004515454,0.007838048,0.07893424],"study_design_scores_gemma":[0.0005711371,0.0002100543,0.002089385,0.9188976,0.03859224,0.000219545,0.0002605576,0.00006905702,0.0001479918,0.0008834974,0.03799821,0.00006077968],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004063342,0.9955546,0.0003476298,0.001119166,0.0004151058,0.0007543172,0.001006211,0.00002495405,0.0003716594],"genre_scores_gemma":[0.0123227,0.9767446,0.00190882,0.005757996,0.0004311572,0.001536425,0.0008480928,0.00003720156,0.0004130892],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03641952,"threshold_uncertainty_score":0.1926072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03528193990696611,"score_gpt":0.3582465452563018,"score_spread":0.3229646053493357,"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."}}