{"id":"W1501975245","doi":"","title":"Helping students learn with classroom response systems","year":2005,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mathematics education; Psychology; Pedagogy; Computer science; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002126666,0.0009078481,0.0003781727,0.0005000662,0.0007200759,0.00295418,0.001489444,0.001650437,0.01786258],"category_scores_gemma":[0.01088979,0.0003150276,0.0004066781,0.0002481399,0.0004733507,0.003121774,0.002426868,0.001848429,0.009173539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004695164,"about_ca_system_score_gemma":0.000828321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004083449,"about_ca_topic_score_gemma":0.0008622548,"domain_scores_codex":[0.9978016,0.001255874,0.00006668466,0.0002567751,0.0004008111,0.0002181307],"domain_scores_gemma":[0.9961538,0.00180442,0.0003255999,0.0006539723,0.0005970894,0.000465133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005828891,0.006440312,0.01687243,0.0005272049,0.00005941119,0.0005009756,0.0122291,0.003309152,0.02524465,0.01059835,0.05525891,0.8683766],"study_design_scores_gemma":[0.00181477,0.01145756,0.02957653,0.001305595,0.00067625,0.003339039,0.05233548,0.07221778,0.1616896,0.09602404,0.5691917,0.0003716437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6352915,0.0006717644,0.2207884,0.009610094,0.0006848701,0.001023776,0.0002474238,0.01285011,0.1188321],"genre_scores_gemma":[0.7652039,0.0007448283,0.1327251,0.001887778,0.0001410874,0.0006160279,0.0003526435,0.0005297812,0.09779888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01786258,"threshold_uncertainty_score":0.05975634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03711113970739226,"score_gpt":0.4009601035662144,"score_spread":0.3638489638588221,"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."}}