{"id":"W4389681436","doi":"10.54195/ijpe.14118","title":"Educational Policies on Family–School Relations","year":2023,"lang":"en","type":"article","venue":"International Journal about Parents in Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Ideology; Ethnic group; Promotion (chess); Political science; Consumerism; Economic growth; Confusion; Public relations; Sociology; Psychology; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000948509,0.0001575008,0.0001203253,0.00128274,0.0005415016,0.000394005,0.0007702173,0.0001103489,0.001120914],"category_scores_gemma":[0.00144922,0.000173831,0.00009245497,0.000933489,0.0001270719,0.0007980421,0.00005170234,0.0003946777,0.002455116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002303291,"about_ca_system_score_gemma":0.002543793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361238,"about_ca_topic_score_gemma":0.0008860973,"domain_scores_codex":[0.9972933,0.0002594027,0.0005604224,0.000271982,0.001225102,0.0003897682],"domain_scores_gemma":[0.9983891,0.0002899321,0.0003046019,0.0001757772,0.0005804098,0.0002602152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004791571,0.002686511,0.5946862,0.000005678851,0.00008290645,0.0000041789,0.02806046,0.001357427,0.0005301481,0.09060874,0.2540192,0.0279107],"study_design_scores_gemma":[0.0002653812,0.00002048377,0.7747227,0.00021073,0.000007705438,0.000005197997,0.02153145,0.00003973131,0.00003773123,0.0361021,0.1668584,0.0001984168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.885136,0.000175023,0.00001797656,0.0257556,0.01985977,0.0002721798,0.00002490013,0.00008268328,0.06867588],"genre_scores_gemma":[0.9767982,0.001359883,0.0002084402,0.001629422,0.003917902,0.0001460967,0.0003379223,0.00002145747,0.01558064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800366,"threshold_uncertainty_score":0.9997922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05115889469452665,"score_gpt":0.4296484303826973,"score_spread":0.3784895356881706,"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."}}