{"id":"W1507998909","doi":"10.3868/s110-001-012-0005-9","title":"Family Literacy Programs: Where Have They Come from and Where Are They Going?","year":2012,"lang":"en","type":"article","venue":"Frontiers of Education in China","topic":"Reading and Literacy Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Family literacy; Literacy; Variety (cybernetics); Context (archaeology); Intervention (counseling); Politics; Political science; Sociology; Psychology; Pedagogy; Computer science; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0002840594,0.0001814436,0.0002792677,0.0001701582,0.00005805874,0.00006316113,0.0001880815,0.0001352291,0.0000902111],"category_scores_gemma":[0.00002841592,0.0001665273,0.0000482334,0.00008021272,0.00004980636,0.0003243471,0.00003381659,0.0002270887,0.00003702196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008850137,"about_ca_system_score_gemma":0.00008760614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002365633,"about_ca_topic_score_gemma":0.0001409373,"domain_scores_codex":[0.9987261,0.0001586816,0.0003820818,0.0002814641,0.0001392385,0.0003123769],"domain_scores_gemma":[0.9991322,0.00005785721,0.0002593189,0.0003614781,0.00006134952,0.0001277908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003958363,0.0004940545,0.7870737,0.00002999177,0.00004521767,4.663852e-7,0.08312599,3.497061e-7,0.0000120354,0.0001784997,0.07513838,0.0538617],"study_design_scores_gemma":[0.0003538411,0.00002914551,0.8610151,0.0002589133,0.00001533916,0.00000307377,0.01300715,0.000008027192,0.000005897257,0.001473849,0.1236567,0.0001729504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569358,0.0266062,0.00008485339,0.0006740766,0.003828764,0.0003205619,0.00002126949,0.00003127829,0.01149718],"genre_scores_gemma":[0.9849854,0.0002964948,0.008343631,0.0001349185,0.0002822565,0.00009896985,0.00007595225,0.00002698465,0.00575546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07394136,"threshold_uncertainty_score":0.6790788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118484309091873,"score_gpt":0.3046634370031873,"score_spread":0.292815006094,"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."}}