{"id":"W2611119561","doi":"","title":"Potential contributions of an online formative feedback tool to enhance conceptual understanding of ANOVA","year":2016,"lang":"en","type":"article","venue":"","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Formative assessment; Computer science; Psychology; Mathematics education","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":[0.03326244,0.001337737,0.0007695298,0.003198274,0.0006696334,0.003940012,0.002306876,0.001179502,0.01397664],"category_scores_gemma":[0.2402755,0.0005628025,0.0006483689,0.001442654,0.0006902928,0.00626104,0.002643773,0.001425521,0.002038029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008850313,"about_ca_system_score_gemma":0.002177717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006249192,"about_ca_topic_score_gemma":0.001427876,"domain_scores_codex":[0.9827946,0.01225108,0.001113496,0.0008692096,0.002649586,0.0003220628],"domain_scores_gemma":[0.5948625,0.3440073,0.007813769,0.01895256,0.03153768,0.002826076],"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":[0.001457161,0.003579496,0.01236053,0.001465935,0.0000862197,0.0002717624,0.01724626,0.001715536,0.0179792,0.004882893,0.007934353,0.9310207],"study_design_scores_gemma":[0.003135806,0.0200065,0.1651221,0.009395717,0.001779561,0.004211498,0.04200905,0.2670064,0.2052296,0.094069,0.1860904,0.00194444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3495946,0.0004078451,0.6007025,0.003182846,0.000925322,0.003685686,0.001343676,0.01325114,0.02690638],"genre_scores_gemma":[0.3245569,0.0001935587,0.6661417,0.0005151853,0.000191098,0.002488127,0.0004785918,0.0007781456,0.004656511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03326244,"threshold_uncertainty_score":0.1759107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239275591477972,"score_gpt":0.3706804885571479,"score_spread":0.3182877326423682,"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."}}