{"id":"W116167301","doi":"10.12794/metadc271826","title":"The Effects of Homework Sessions on Undergraduate Students' Homework Performance","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Mathematics education; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004256164,0.0002164504,0.0002243205,0.0001017233,0.001249564,0.0001793591,0.0008707833,0.000281411,0.0001444639],"category_scores_gemma":[0.0003601958,0.0001487215,0.0001050961,0.0004484048,0.000154228,0.000173306,0.00003420272,0.0003744664,0.0002921291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313329,"about_ca_system_score_gemma":0.0002640008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00108869,"about_ca_topic_score_gemma":0.002931986,"domain_scores_codex":[0.99765,0.0002421261,0.0003275134,0.0002617271,0.00115374,0.0003648385],"domain_scores_gemma":[0.9978375,0.001119727,0.0003898356,0.0003726929,0.0001742043,0.0001059699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000294983,0.005676063,0.1055889,0.002822425,0.001091233,0.000002854182,0.1485313,0.00003494543,0.002621735,0.3837329,0.2605659,0.08903679],"study_design_scores_gemma":[0.0009392409,0.0009510402,0.718282,0.009215132,0.0004262901,1.752769e-7,0.1504553,0.00002520934,0.03088827,0.03083895,0.05622381,0.001754619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273301,0.0004337651,0.000003013388,0.0003633229,0.007404258,0.001000483,0.000001772698,0.00005991062,0.06340342],"genre_scores_gemma":[0.8577757,0.006160507,0.00003584965,0.00008167741,0.0002651846,0.0002675654,0.0001530442,0.00002337387,0.1352371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6126931,"threshold_uncertainty_score":0.9610758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574475532976466,"score_gpt":0.3625040566850525,"score_spread":0.3467593013552879,"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."}}