{"id":"W7065606503","doi":"","title":"An evaluation of home-school partnership relations
\\ndeveloped in designated disadvantaged (DEIS) postprimary
\\nschools to enhance students’ literacy and
\\nnumeracy skills","year":2013,"lang":"en","type":"dissertation","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"Dublin City University","keywords":"Numeracy; General partnership; Receipt; Literacy; Disadvantaged; Attendance; Action research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001745877,0.0006767993,0.001040403,0.002587393,0.0001936164,0.0001852213,0.001476267,0.0006060621,0.01251821],"category_scores_gemma":[0.0008121231,0.00071357,0.0001438509,0.002340666,0.0002174568,0.0007241751,0.0002764722,0.001191901,0.0001477851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238426,"about_ca_system_score_gemma":0.001191068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269962,"about_ca_topic_score_gemma":0.00194028,"domain_scores_codex":[0.994475,0.0002836026,0.001827911,0.0011588,0.001590295,0.0006644054],"domain_scores_gemma":[0.9953599,0.0001527168,0.001035169,0.001297167,0.001857737,0.0002972829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005279771,0.002612389,0.2679489,0.0004110129,0.0004407345,0.000009976856,0.001832239,0.0005836753,0.05807044,0.003632704,0.002952827,0.6609771],"study_design_scores_gemma":[0.007577058,0.001218856,0.8415059,0.003085708,0.0005566652,0.000002940715,0.004398549,0.002460612,0.1213753,0.007315468,0.00811175,0.002391092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882606,0.0004022607,0.0002348944,0.0007357541,0.0004355913,0.004098539,0.00008907958,0.0001081459,0.005635145],"genre_scores_gemma":[0.9885515,0.0001082754,0.00270021,0.00003688576,0.00008207409,0.001379862,0.00239243,0.0000667428,0.004682048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.658586,"threshold_uncertainty_score":0.9995316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117985392851851,"score_gpt":0.3464137094467825,"score_spread":0.3346151701615974,"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."}}