{"id":"W2922178861","doi":"10.4324/9781315626079-8","title":"Welcoming Parents to Children’s Learning","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008494241,0.000666526,0.0003129719,0.0006784839,0.003900673,0.00378608,0.0008083389,0.001784784,0.05531437],"category_scores_gemma":[0.002314937,0.0002716745,0.0003715572,0.0008124909,0.001187319,0.003384166,0.003753161,0.003357915,0.01035826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001964087,"about_ca_system_score_gemma":0.001868112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00419624,"about_ca_topic_score_gemma":0.01130349,"domain_scores_codex":[0.999527,0.0001758207,0.0000118489,0.00004284038,0.0001488026,0.00009369951],"domain_scores_gemma":[0.999415,0.0001844555,0.00003737028,0.00003567406,0.0001185781,0.0002089264],"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":[0.00001978504,0.00007807842,0.0003862662,0.000200286,0.000003786315,0.0008720256,0.03442972,0.00006060838,0.0002081639,0.04998454,0.7132939,0.2004628],"study_design_scores_gemma":[0.000002056114,0.00000861739,0.000129045,0.000135474,0.00000135992,0.0002531532,0.003664062,0.00000549104,0.00005493321,0.001464475,0.9942788,0.000002522447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007625611,0.02796002,0.002910804,0.02179625,0.02360491,0.0001444015,0.0001714585,0.0004965789,0.91529],"genre_scores_gemma":[0.05043261,0.03015575,0.003600553,0.00992498,0.00342968,0.0002403464,0.0002845468,0.0003788251,0.9015528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05531437,"threshold_uncertainty_score":0.185045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06969500763901264,"score_gpt":0.35851464539625,"score_spread":0.2888196377572373,"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."}}