{"id":"W1534110210","doi":"","title":"Learning to be literate : parental empowerment in early literacy interventions","year":2008,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empowerment; Literacy; Psychological intervention; Adult literacy; Psychology; Early literacy; Emergent literacy; Pedagogy; Developmental psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006136835,0.000175481,0.0002362455,0.0003486581,0.0008102885,0.001282264,0.0005726533,0.0003719726,0.002225458],"category_scores_gemma":[0.009425928,0.0001796756,0.0002337433,0.0003444561,0.0007870455,0.001169023,0.002612413,0.0009030135,0.00008171453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001464651,"about_ca_system_score_gemma":0.005860605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004974758,"about_ca_topic_score_gemma":0.0160747,"domain_scores_codex":[0.9959865,0.003282639,0.00008426297,0.0001062841,0.0002918302,0.0002484495],"domain_scores_gemma":[0.9972286,0.001954007,0.0002339696,0.00008868417,0.00009171911,0.0004029501],"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":[0.0006624426,0.008268055,0.02475672,0.001462719,0.00007640431,0.0003332471,0.06121349,0.0002986051,0.0007808833,0.006919249,0.003211346,0.8920168],"study_design_scores_gemma":[0.004340991,0.0248883,0.5100886,0.01901671,0.00116459,0.001004163,0.2408995,0.003911542,0.0082846,0.0231001,0.1631326,0.000168346],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539798,0.004338325,0.002823002,0.007638198,0.0001425096,0.001237607,0.00004755316,0.00005709156,0.02973577],"genre_scores_gemma":[0.9873331,0.003273834,0.005789324,0.0006045166,0.00003486816,0.0009257534,0.00003100003,0.00000495704,0.002002629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006136835,"threshold_uncertainty_score":0.03245509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954359530316395,"score_gpt":0.2812800161935767,"score_spread":0.2617364208904127,"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."}}