{"id":"W4389681440","doi":"10.54195/ijpe.14127","title":"The Challenge of Improving Homework Processes and Benefits","year":2023,"lang":"en","type":"article","venue":"International Journal about Parents in Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Expansive; Comprehension; Transformative learning; Context (archaeology); Psychology; Intervention (counseling); Process (computing); Principal (computer security); Order (exchange); Pedagogy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01681584,0.000476951,0.0005005906,0.0006081673,0.002740679,0.005605383,0.002482463,0.002246338,0.007204916],"category_scores_gemma":[0.03700228,0.0002102661,0.0004789015,0.0005675921,0.003203642,0.006036365,0.005117666,0.002087698,0.001135331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003076569,"about_ca_system_score_gemma":0.009600085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006852511,"about_ca_topic_score_gemma":0.01134196,"domain_scores_codex":[0.9894053,0.006331263,0.0003167733,0.0007385238,0.002225008,0.0009829716],"domain_scores_gemma":[0.9680883,0.01615716,0.0020862,0.005118181,0.004989363,0.003560894],"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":[0.0002357677,0.002047242,0.01938448,0.001939638,0.0001049399,0.0003424517,0.02693884,0.001979138,0.00286376,0.04405706,0.01207852,0.8880281],"study_design_scores_gemma":[0.0002087892,0.003613295,0.1357334,0.008544125,0.0002013943,0.001355998,0.1475324,0.004046578,0.006477688,0.1572786,0.5348483,0.0001594061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5422237,0.01671692,0.130612,0.1626799,0.001295089,0.0009750098,0.0003994668,0.001423445,0.1436744],"genre_scores_gemma":[0.9360444,0.003924032,0.04691366,0.003054676,0.0001965153,0.0004511759,0.00009485451,0.0001405446,0.0091802],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01681584,"threshold_uncertainty_score":0.08893174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0471114979970825,"score_gpt":0.3758832445635301,"score_spread":0.3287717465664476,"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."}}