{"id":"W4238187906","doi":"10.5325/jgeneeduc.69.1-2.0117","title":"Review","year":2020,"lang":"en","type":"article","venue":"The Journal of General Education","topic":"Digital Education and Society","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Liberal arts education; Realm; Sociology; Law; Art history; Visual arts; Political science; History; Art; Higher education","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":[0.001880515,0.0009054703,0.001576283,0.003056289,0.00117778,0.00620422,0.002944103,0.003251657,0.2835593],"category_scores_gemma":[0.01026616,0.0004202326,0.001280739,0.002901823,0.0008028276,0.004441602,0.0029646,0.00275547,0.1656198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230355,"about_ca_system_score_gemma":0.007506527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002251485,"about_ca_topic_score_gemma":0.002818008,"domain_scores_codex":[0.9979135,0.0004231494,0.0002678635,0.0004031018,0.0007828776,0.0002094044],"domain_scores_gemma":[0.9965358,0.0007866269,0.0003246566,0.0003970274,0.001489793,0.0004660886],"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":[0.0001213788,0.00005187869,0.000319667,0.01035915,0.0001166926,0.0003128142,0.0001754302,0.0001091156,0.0003940566,0.0109046,0.6908494,0.2862858],"study_design_scores_gemma":[0.00001381866,0.00001485382,0.0001950005,0.002335877,0.00003590615,0.0002478883,0.0000524368,0.00001521405,0.0000687662,0.001393232,0.9956207,0.000006346532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001455712,0.5243365,0.004469996,0.04503876,0.05293412,0.0008992252,0.01191028,0.001425725,0.3575297],"genre_scores_gemma":[0.01471946,0.5962172,0.005127909,0.04225837,0.02001814,0.000864288,0.01608025,0.0009118964,0.3038024],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7164407,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03127568744347858,"score_gpt":0.3128942027816439,"score_spread":0.2816185153381653,"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."}}