{"id":"W2902266779","doi":"10.15173/ijsap.v2i2.3678","title":"Book review of Empower: What happens when students own their learning","year":2018,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology","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":[0.001966211,0.0002864117,0.0005351405,0.000873617,0.0008179881,0.001893638,0.000677588,0.001783457,0.02352948],"category_scores_gemma":[0.01327746,0.0002440321,0.0003838337,0.0009397303,0.001046483,0.0020724,0.0008533745,0.003198819,0.005595704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819475,"about_ca_system_score_gemma":0.003225064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974404,"about_ca_topic_score_gemma":0.01628284,"domain_scores_codex":[0.9982998,0.0006014167,0.00006912737,0.00011801,0.0008096903,0.0001019066],"domain_scores_gemma":[0.9883127,0.007985362,0.0004925253,0.0002286497,0.002455239,0.0005255337],"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":[0.00001807727,0.00001271873,0.000182429,0.0003896396,0.000007163019,0.0000455378,0.0002473366,0.00003288381,0.00008343292,0.002703723,0.9337926,0.06248451],"study_design_scores_gemma":[0.000006102164,0.00002424369,0.0006516689,0.0007028386,0.00001052952,0.0001344335,0.0003894187,0.00002676074,0.0001595973,0.00102866,0.9968582,0.000007520285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006648199,0.3345062,0.001832537,0.441891,0.1073298,0.00009719185,0.0006321474,0.0002403476,0.1068225],"genre_scores_gemma":[0.06532133,0.2710809,0.002133788,0.1311458,0.06481173,0.0002356393,0.001026817,0.00069057,0.4635533],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02352948,"threshold_uncertainty_score":0.07871389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06328834447987607,"score_gpt":0.5844625775537471,"score_spread":0.521174233073871,"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."}}