{"id":"W2038484599","doi":"10.4236/ce.2014.59083","title":"Needs Assessment: Knowledge on Parenting and Improving the Learning Space through Technological Advances in Afghanistan","year":2014,"lang":"en","type":"article","venue":"Creative Education","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Functional illiteracy; Afghan; Disadvantage; Perception; Developing country; Psychology; Developmental psychology; Political science; Economic growth","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":[0.0007312043,0.00009491734,0.00009874768,0.0000748259,0.001067818,0.0001124916,0.0001420504,0.00007000795,0.00004373096],"category_scores_gemma":[0.0008175298,0.00007176059,0.00001994986,0.0004225163,0.0003479222,0.0003723566,0.00001975586,0.0002419715,0.000006328484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841004,"about_ca_system_score_gemma":0.0003531277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006534069,"about_ca_topic_score_gemma":0.001027307,"domain_scores_codex":[0.9989288,0.0004225654,0.0001218429,0.0001964728,0.0001318047,0.0001984873],"domain_scores_gemma":[0.9992938,0.0003600259,0.0001198627,0.0001078861,0.00008176229,0.00003667282],"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":[0.000004389617,0.0001809804,0.08201896,0.00001618143,0.000003310553,2.67323e-8,0.06207355,0.000007332884,0.00005060492,0.7033656,0.0001435887,0.1521355],"study_design_scores_gemma":[0.0001417956,0.00007684741,0.1432576,0.0001339466,0.00001299431,4.000353e-7,0.3483439,0.0001448237,0.0001558424,0.01986443,0.4876915,0.000175974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4369632,0.002700149,0.001675121,0.005743132,0.0005410996,0.000322489,7.425108e-7,0.00008382181,0.5519703],"genre_scores_gemma":[0.9956145,0.0009754873,0.0003348243,0.00007193373,0.0003072943,0.00005014679,0.000007433905,0.000006874511,0.002631501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6835011,"threshold_uncertainty_score":0.8212901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503458332407667,"score_gpt":0.341103162026264,"score_spread":0.3260685787021873,"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."}}