{"id":"W4399693045","doi":"10.23977/aetp.2024.080408","title":"Building a Bridge between Home and School Digital Education: Improving the Guiding Effect of Family Education","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Home education; Sociology; Pedagogy; Mathematics education; Psychology; Medicine","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":[0.0004911851,0.0001093308,0.0001656284,0.000464565,0.0003283006,0.00005995331,0.0002035042,0.0001461031,0.000029116],"category_scores_gemma":[0.0003646239,0.00007832382,0.00002686674,0.0008506966,0.0009108805,0.0004894155,0.00006072246,0.0001877369,0.00001086395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006698309,"about_ca_system_score_gemma":0.0005965231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009346793,"about_ca_topic_score_gemma":0.00001608392,"domain_scores_codex":[0.9990947,0.00005823444,0.0002350403,0.0003112567,0.0001049588,0.0001958614],"domain_scores_gemma":[0.999162,0.0004827939,0.0000863262,0.0001439887,0.00007366178,0.00005127743],"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":[0.000005098937,0.00004898707,0.1881345,0.00005739489,0.00001841507,1.372626e-7,0.0009500257,1.897023e-7,0.00005009083,0.2817205,0.0009735508,0.5280411],"study_design_scores_gemma":[0.0001787737,0.0001265215,0.3077547,0.0001961092,0.0000341955,0.00002237666,0.008098465,0.000001371822,0.00002340501,0.2707606,0.4126039,0.0001995762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022598,0.05513854,0.0001537925,0.02476365,0.003225557,0.0003057234,0.000007551574,0.00004741762,0.01409792],"genre_scores_gemma":[0.9938129,0.004251331,0.0004705648,0.0002189474,0.0005225102,0.0001266065,0.000006413139,0.000007491468,0.0005832166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5278415,"threshold_uncertainty_score":0.3356177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818213254558947,"score_gpt":0.3951115661796669,"score_spread":0.3769294336340774,"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."}}