{"id":"W7132928937","doi":"","title":"Parents, service integration, and engagement in early childhood","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Early childhood; Feeling; Early childhood education; Service (business); Parenting skills; Preschool education","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":[0.001023443,0.0002541695,0.0002925955,0.000902331,0.001026176,0.001806881,0.000410924,0.0005473493,0.003321471],"category_scores_gemma":[0.007056892,0.0002855958,0.0003643021,0.001218672,0.0005814335,0.0006763623,0.001506357,0.001164984,0.0002199098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009851543,"about_ca_system_score_gemma":0.0006724505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622191,"about_ca_topic_score_gemma":0.02424988,"domain_scores_codex":[0.9987845,0.0004582733,0.00008024531,0.00009487499,0.0002771698,0.0003049095],"domain_scores_gemma":[0.9945982,0.001048442,0.002421836,0.0001837812,0.000279374,0.001468421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005852783,0.0002568619,0.9899144,0.00001186125,0.00004260748,0.0001618549,0.003808591,0.00004934751,0.00009951752,0.0001272319,0.00009603494,0.00537325],"study_design_scores_gemma":[0.000002499211,0.00005457141,0.9954183,0.00002006879,0.00001200135,0.00015994,0.003904305,0.00006092545,0.00003502387,0.00005539712,0.0002747497,0.000002411057],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984547,0.0001937861,0.00003168732,0.00008308583,0.000003045142,0.000003887792,0.00003527698,0.00000194117,0.001192561],"genre_scores_gemma":[0.9994796,0.0001493546,0.00004002283,0.00001497842,0.000002323398,0.000005215083,0.00005554893,0.000001629368,0.0002512319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01622191,"threshold_uncertainty_score":0.03225499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03975181171554098,"score_gpt":0.3777740315726231,"score_spread":0.3380222198570821,"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."}}