{"id":"W117481181","doi":"10.1007/1-4020-3201-3_15","title":"Parent and Community Involvement in Schools: Policy Panacea or Pandemic?","year":2008,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mainstream; Panacea (medicine); Political science; Scale (ratio); Truancy; Public relations; Sociology; Law; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007261427,0.0004166128,0.0006183217,0.0008963216,0.005351068,0.0074632,0.001628631,0.008097062,0.0165017],"category_scores_gemma":[0.007856335,0.0005342242,0.0004057271,0.001445198,0.01042488,0.008619515,0.007686665,0.01077821,0.0008062207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003445501,"about_ca_system_score_gemma":0.02353621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01652014,"about_ca_topic_score_gemma":0.04079163,"domain_scores_codex":[0.9957541,0.002245155,0.0001028906,0.000247565,0.0005757442,0.001074495],"domain_scores_gemma":[0.9902346,0.004165077,0.0006464601,0.000319533,0.0006282579,0.004006086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005784268,0.0005730509,0.004959584,0.0004251006,0.00002007144,0.0003041225,0.05129639,0.0001791467,0.0001762615,0.5595009,0.1991145,0.1833928],"study_design_scores_gemma":[0.00004986876,0.0002252715,0.01052122,0.004406943,0.00003535614,0.0004794252,0.103001,0.0003084462,0.000290846,0.1219909,0.7586485,0.00004232432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03674007,0.07966565,0.001974907,0.6348204,0.005510441,0.00007506723,0.00005768496,0.00006771084,0.2410881],"genre_scores_gemma":[0.7348891,0.07416856,0.002020897,0.0677058,0.004183513,0.0002566448,0.0000814461,0.00007647702,0.1166175],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01652014,"threshold_uncertainty_score":0.05520368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1412248873704237,"score_gpt":0.396144593753455,"score_spread":0.2549197063830314,"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."}}