{"id":"W4307131427","doi":"10.5430/wje.v12n5p40","title":"Suitable Homework Boosts Highschool Learning Effects","year":2022,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Task (project management); Consistency (knowledge bases); Mathematics education; Variety (cybernetics); Outcome (game theory); Medical education; Pedagogy; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001592963,0.00006947773,0.0001178867,0.0003595805,0.001006284,0.00008513839,0.0002855897,0.00002138169,0.001299405],"category_scores_gemma":[0.000462757,0.00007762382,0.00006990985,0.0008128326,0.00004180913,0.0004340714,0.00003933916,0.0005081598,0.00002845078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052065,"about_ca_system_score_gemma":0.001213812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004575253,"about_ca_topic_score_gemma":0.0002670688,"domain_scores_codex":[0.9982232,0.0006046373,0.0002769158,0.00009619788,0.0005840401,0.0002150189],"domain_scores_gemma":[0.9988506,0.0002717061,0.0004771269,0.00008822063,0.0001764836,0.0001358794],"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":[0.0001143038,0.004233867,0.286049,0.00008249877,0.0001249332,0.000008046364,0.1199996,0.002121902,0.005226832,0.05575559,0.4442463,0.08203716],"study_design_scores_gemma":[0.0002136142,0.0001468774,0.04493989,0.00008944031,0.00004556486,0.000007586455,0.04027357,0.000005456478,0.0003978109,0.007235479,0.9064876,0.0001571004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461653,0.00309836,0.00007128646,0.004588159,0.01369618,0.0002670858,7.379751e-7,0.00002911411,0.03208376],"genre_scores_gemma":[0.9736549,0.0001137423,0.000468503,0.0003740275,0.001274238,0.00003215069,0.000009361962,0.00001061382,0.02406251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4622413,"threshold_uncertainty_score":0.9996135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803072401066827,"score_gpt":0.3357556744805165,"score_spread":0.3177249504698482,"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."}}