{"id":"W4380243321","doi":"10.1515/9780773575721","title":"Achieving Student Success","year":2010,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.002363763,0.0007546365,0.0005067431,0.0008956805,0.002641085,0.00573444,0.0006951195,0.001071714,0.02749205],"category_scores_gemma":[0.003762056,0.0001338964,0.0005889983,0.0005380458,0.002010487,0.001565479,0.00849795,0.001421036,0.02040323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170274,"about_ca_system_score_gemma":0.003875673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200099,"about_ca_topic_score_gemma":0.004526472,"domain_scores_codex":[0.9977406,0.0003644595,0.00007769506,0.0001906335,0.0008620897,0.0007645154],"domain_scores_gemma":[0.9967187,0.0001502426,0.0001943142,0.0001564578,0.0007726959,0.002007606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006075857,0.0004375381,0.01992215,0.0002960113,0.00003711264,0.0003579842,0.008936219,0.0002933382,0.001318126,0.1072434,0.3107022,0.5503952],"study_design_scores_gemma":[0.00002985262,0.0006846454,0.04505267,0.0006936128,0.00003927123,0.0008033828,0.008390055,0.0002393558,0.001219891,0.02526649,0.9175337,0.0000469653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.058495,0.002117278,0.003449471,0.01076247,0.001033735,0.0002928688,0.0004122585,0.0005339821,0.9229029],"genre_scores_gemma":[0.517369,0.004259788,0.00510588,0.003728822,0.0005303392,0.0005346037,0.0008402232,0.0003810939,0.4672502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02749205,"threshold_uncertainty_score":0.09197009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04850064486608507,"score_gpt":0.3378270821249573,"score_spread":0.2893264372588722,"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."}}