{"id":"W2302308041","doi":"","title":"Exploring pedagogical uses of technology in statistics education","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Statistics education; Computer science; Data science; Statistics; Mathematics education; Psychology; Mathematics","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":[0.01080118,0.0004266759,0.0002548278,0.003084151,0.002142851,0.01170703,0.001340716,0.001660763,0.005650074],"category_scores_gemma":[0.04816623,0.0005112557,0.0005011709,0.002611771,0.004260672,0.01171807,0.004995722,0.00251716,0.0007595776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002057706,"about_ca_system_score_gemma":0.002017044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281017,"about_ca_topic_score_gemma":0.002183744,"domain_scores_codex":[0.9873323,0.0107547,0.0002965259,0.0003649393,0.0007980906,0.000453469],"domain_scores_gemma":[0.8746815,0.1187667,0.00193484,0.001974791,0.001752931,0.0008893062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002610421,0.0009252928,0.05530384,0.000804311,0.00008304786,0.001662478,0.3938694,0.002107104,0.00568308,0.2899646,0.003686591,0.2456492],"study_design_scores_gemma":[0.0001466555,0.0008661747,0.0429153,0.002620213,0.0002386569,0.003024197,0.3921132,0.01441812,0.01199559,0.2730272,0.2584932,0.0001414559],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7319884,0.002595828,0.09652296,0.009125785,0.0001027116,0.000131153,0.0001030112,0.000274437,0.1591557],"genre_scores_gemma":[0.9719254,0.0014689,0.02158008,0.0004070015,0.00003124321,0.000128108,0.00004124081,0.00008212108,0.004335968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01170703,"threshold_uncertainty_score":0.05712277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5584064837783423,"score_gpt":0.4632993365128443,"score_spread":0.09510714726549807,"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."}}