{"id":"W2055634727","doi":"10.1111/j.1467-9639.2009.00378.x","title":"Mad Libs Statistics: A ‘Happy’ Activity","year":2010,"lang":"en","type":"article","venue":"Teaching Statistics","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Statistical analysis; Statistics; Variance (accounting); Computer science; Econometrics; Psychology; Mathematics education; 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":[0.007191885,0.001304541,0.001047947,0.002876875,0.000893943,0.002729883,0.001428801,0.0008028081,0.1237983],"category_scores_gemma":[0.02764049,0.0006292696,0.001109078,0.001563578,0.0006483646,0.002628721,0.002992559,0.002298647,0.07422069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005687908,"about_ca_system_score_gemma":0.001000258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004155096,"about_ca_topic_score_gemma":0.0006811231,"domain_scores_codex":[0.9962675,0.001855119,0.0002202868,0.0003658911,0.001054975,0.0002362093],"domain_scores_gemma":[0.9803073,0.01201795,0.0006667909,0.001976003,0.003093461,0.001938555],"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":[0.0004163804,0.0001724726,0.0006981758,0.0003044106,0.00002796872,0.0002595742,0.0008027283,0.0005427058,0.002691734,0.004676991,0.7537783,0.2356285],"study_design_scores_gemma":[0.0001671556,0.0001648439,0.002171923,0.0001838442,0.00001511062,0.0003988463,0.0002715499,0.003266182,0.002610965,0.009892816,0.9807952,0.00006159155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01388926,0.001540282,0.5772442,0.01475134,0.007068561,0.001540461,0.01472062,0.1847993,0.184446],"genre_scores_gemma":[0.08953527,0.001596647,0.6069551,0.006776602,0.007536731,0.003435057,0.02244979,0.06343585,0.1982789],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1237983,"threshold_uncertainty_score":0.4141465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369689113514779,"score_gpt":0.4587140203135345,"score_spread":0.3217451089620565,"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."}}