{"id":"W3137516511","doi":"","title":"Knowledge Network for Applied Education Research (KNAER) FINAL REPORT","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0415706,0.000942176,0.001241293,0.00520344,0.001879372,0.01165914,0.002662139,0.002937456,0.3057207],"category_scores_gemma":[0.057294,0.001056458,0.00092676,0.006495694,0.001119797,0.006273653,0.008017836,0.002673863,0.1865873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005513006,"about_ca_system_score_gemma":0.02524179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008720275,"about_ca_topic_score_gemma":0.007590725,"domain_scores_codex":[0.9727277,0.01018335,0.003058952,0.002205809,0.009174201,0.002650026],"domain_scores_gemma":[0.9211222,0.01734347,0.003699164,0.01248537,0.03531495,0.01003498],"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":[0.0003779114,0.000172266,0.0009997562,0.001472149,0.00002528521,0.0001182413,0.0006728308,0.0005614717,0.0007204718,0.01613994,0.7744406,0.2042991],"study_design_scores_gemma":[0.00004457304,0.00003973663,0.002138989,0.0007846677,0.000008653627,0.00005339825,0.0003662557,0.0002936705,0.0004581062,0.001819242,0.9939756,0.00001723668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004268293,0.003891473,0.04998048,0.02155101,0.006073652,0.01051971,0.07239486,0.01034335,0.8209772],"genre_scores_gemma":[0.03473648,0.00482078,0.09628012,0.002666897,0.0007976692,0.01429239,0.1248545,0.008081075,0.7134701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3057207,"threshold_uncertainty_score":0.9903051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1712185471865927,"score_gpt":0.4039699279412133,"score_spread":0.2327513807546206,"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."}}