{"id":"W1997119536","doi":"10.5539/jel.v3n1p101","title":"The Effects of Assignment Format and Choice on Task Completion","year":2014,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Task (project management); Preference; Context (archaeology); Psychology; Productivity; Mathematics education; Curriculum; Multiple choice; Computer science; Pedagogy; Significant difference; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003713226,0.00004086124,0.00008816076,0.00002412223,0.0001618911,0.00001492628,0.00003208009,0.00002484504,0.00002569551],"category_scores_gemma":[0.000174176,0.00002229848,0.00002047114,0.00002890866,0.00004133468,0.00002425413,0.000006790475,0.0001933021,0.000003295982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006969926,"about_ca_system_score_gemma":0.000003520311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008617311,"about_ca_topic_score_gemma":9.815819e-7,"domain_scores_codex":[0.9994929,0.0001886123,0.0001456513,0.00004324549,0.00007089552,0.00005870895],"domain_scores_gemma":[0.9991108,0.0005647553,0.000215357,0.00003321335,0.00004144852,0.00003444008],"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":[0.00008992693,0.0003022572,0.1345179,0.00002779148,0.00003456502,2.909922e-7,0.00456413,0.000003231824,0.001513465,0.00230936,0.007509137,0.8491279],"study_design_scores_gemma":[0.0002832579,0.0008823792,0.8137807,0.00004937,0.00001413019,0.00001397372,0.001279465,0.000002696195,0.00001667321,0.0001730083,0.1834762,0.0000281445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932088,0.001401176,0.0001969557,0.001035336,0.0008026662,0.00004248204,5.644203e-8,0.000002167851,0.003310418],"genre_scores_gemma":[0.9987654,0.0001585855,0.00003727771,0.0002358372,0.0001368786,0.000002639247,2.428662e-7,0.000001986574,0.0006611624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8490998,"threshold_uncertainty_score":0.1245152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0585224849661403,"score_gpt":0.3532372851298303,"score_spread":0.29471480016369,"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."}}