{"id":"W3115730169","doi":"10.5430/wje.v10n6p97","title":"Education Viruses That Agonizing Education Systems Components","year":2020,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Affect (linguistics); Content analysis; Cheating; Descriptive statistics; Addiction; Inclusion (mineral); Qualitative research; Social psychology; Mathematics education; Applied psychology; Medical education; Sociology; Social science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00384409,0.0003158127,0.0002641781,0.001563689,0.005927843,0.008121178,0.0007387252,0.001334124,0.008864871],"category_scores_gemma":[0.01136726,0.0002965206,0.0003525897,0.001469743,0.007673194,0.005678326,0.005453672,0.00325232,0.0008357784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005659474,"about_ca_system_score_gemma":0.007334465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007318361,"about_ca_topic_score_gemma":0.009448666,"domain_scores_codex":[0.993846,0.003200707,0.0002892754,0.0004138164,0.001357264,0.0008929186],"domain_scores_gemma":[0.9902795,0.004759162,0.002024395,0.0006880138,0.001296027,0.0009528388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001265914,0.000286691,0.0890464,0.001436031,0.0001010621,0.002678928,0.3152191,0.000984257,0.002978592,0.3423983,0.03063417,0.2141098],"study_design_scores_gemma":[0.00001773941,0.0002307763,0.0502765,0.002357327,0.00007604718,0.00139663,0.2853826,0.0009128017,0.002453489,0.0401068,0.6167224,0.00006688643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.668108,0.01100918,0.01084366,0.0576084,0.001329826,0.0002837373,0.0002899622,0.0003585402,0.2501687],"genre_scores_gemma":[0.9801666,0.00214258,0.001357882,0.002930955,0.0001018231,0.00006000717,0.00005161569,0.00004826046,0.01314024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008864871,"threshold_uncertainty_score":0.04106259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1903406575317968,"score_gpt":0.3260096349632251,"score_spread":0.1356689774314283,"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."}}