{"id":"W2145805894","doi":"10.5539/jel.v4n3p112","title":"Family-School-Professionals Partnerships: An Action Research Program to Enhance the Social, Emotional, and Academic Resilience of Children at Risk","year":2015,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Family and Disability Support Research","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Arts and Humanities Research Council","keywords":"Mediation; Psychology; Inclusion (mineral); Set (abstract data type); Psychological resilience; Intervention (counseling); Action research; Action (physics); Process (computing); Pedagogy; Medical education; Mathematics education; Social psychology; Sociology; Medicine; Computer science","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":[0.007201422,0.00007263884,0.0001403134,0.0001845028,0.0005315265,0.00003988626,0.0001833549,0.0001180543,0.0001627918],"category_scores_gemma":[0.00244082,0.00005160097,0.00003235037,0.0003281065,0.0002635013,0.0002363867,0.00006890109,0.001454162,0.00002323062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008234286,"about_ca_system_score_gemma":0.0004934819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001549594,"about_ca_topic_score_gemma":0.00001676578,"domain_scores_codex":[0.9965494,0.002124437,0.0003542154,0.0001885184,0.0005645498,0.000218919],"domain_scores_gemma":[0.9981797,0.0004971408,0.0002841199,0.0001244478,0.0006021932,0.0003123677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004983526,0.0005992649,0.7860857,0.00002187955,0.00003384367,4.01697e-7,0.02586868,0.00002658214,0.001811572,0.0002827311,0.04482766,0.1399433],"study_design_scores_gemma":[0.0001731327,0.0005748056,0.8641295,0.00005682196,0.00000977091,0.00003022445,0.1289891,0.00001277346,0.0001204421,0.0003710236,0.005477623,0.00005481206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927656,0.001183131,0.00002253043,0.004705271,0.000229037,0.000268785,0.000001143174,0.000006616033,0.0008178609],"genre_scores_gemma":[0.9961966,0.0001294097,0.0002290866,0.0001655527,0.0003910224,0.00002511271,0.000004445737,0.000007488677,0.002851287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1398885,"threshold_uncertainty_score":0.6317689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2931198511596302,"score_gpt":0.578442022519986,"score_spread":0.2853221713603558,"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."}}