{"id":"W1802227286","doi":"10.47678/cjhe.v14i1.188345","title":"Book review of \"The Management of Peer-Group Learning: Syndicate Methods in Higher Education\"","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syndicate; Group (periodic table); Psychology; Business; Mathematics education; Medical education; Management; Accounting; Economics; Medicine; Finance; Chemistry","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":[0.001836395,0.001139167,0.001522046,0.002387164,0.001763699,0.003181555,0.00218107,0.004197629,0.0746505],"category_scores_gemma":[0.008159768,0.0006502991,0.0008855171,0.002776716,0.001581807,0.002782407,0.001349849,0.004433477,0.03838562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003986636,"about_ca_system_score_gemma":0.004582306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287079,"about_ca_topic_score_gemma":0.04951284,"domain_scores_codex":[0.9978697,0.000360394,0.00007964698,0.0001941599,0.001412779,0.00008312971],"domain_scores_gemma":[0.9916082,0.003249482,0.0002482459,0.0003246382,0.003873593,0.0006958478],"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":[0.000006772089,0.00001167741,0.00001414516,0.00008779408,0.000002045539,0.00001535359,0.000006949823,0.00006160283,0.0000505971,0.000543079,0.9822125,0.01698753],"study_design_scores_gemma":[0.000009873392,0.00002256923,0.0002268995,0.0001662998,0.000004798595,0.00005726837,0.00001391275,0.0001694741,0.0000713602,0.0007210056,0.9985279,0.000008563464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0006452823,0.1208002,0.005409848,0.1990705,0.5279095,0.0004887127,0.0005696748,0.0005957298,0.1445105],"genre_scores_gemma":[0.002635486,0.04369268,0.001590037,0.04521184,0.1022663,0.0002334033,0.0003353422,0.0004190695,0.8036158],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0746505,"threshold_uncertainty_score":0.2497308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05622013330239169,"score_gpt":0.4424489946058399,"score_spread":0.3862288613034482,"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."}}