{"id":"W4386301504","doi":"10.25071/1497-3170.2441","title":"2004 University-Wide Teaching Award Winners","year":2004,"lang":"en","type":"article","venue":"CORE","topic":"Educational Robotics and Engineering","field":"Computer Science","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":[0.003236298,0.001425861,0.002202451,0.003028846,0.004905852,0.01025436,0.001579134,0.004735454,0.2736858],"category_scores_gemma":[0.004452859,0.0006795686,0.001236904,0.002458654,0.00114612,0.002180286,0.006225247,0.003100193,0.1954312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004023386,"about_ca_system_score_gemma":0.007485007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004921182,"about_ca_topic_score_gemma":0.02533807,"domain_scores_codex":[0.9963565,0.0001936207,0.0001069561,0.0003392964,0.001574024,0.001429685],"domain_scores_gemma":[0.9843348,0.0002481593,0.0002199925,0.0004058909,0.003764293,0.0110269],"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":[0.0002549463,0.000251781,0.001729977,0.00006787215,0.00001748804,0.0001657384,0.00004842746,0.0002090585,0.000563884,0.002687908,0.934049,0.0599539],"study_design_scores_gemma":[0.0001021602,0.000211738,0.01160287,0.00007635962,0.00003552383,0.0002670739,0.0006048925,0.00122774,0.001445891,0.002289951,0.9820961,0.00003969446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05881036,0.004273592,0.00720712,0.125651,0.1190738,0.0008439672,0.006254248,0.003388057,0.6744978],"genre_scores_gemma":[0.0207455,0.0006618763,0.0006569157,0.001597734,0.002566104,0.0001077681,0.001288439,0.0002728319,0.9721029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2736858,"threshold_uncertainty_score":0.9155701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586799085652697,"score_gpt":0.2213977118746573,"score_spread":0.2055297210181303,"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."}}