{"id":"W2923160824","doi":"10.1177/183693910803300305","title":"A Collaborative Approach to Literacy","year":2008,"lang":"en","type":"article","venue":"Australasian Journal of Early Childhood","topic":"Reading and Literacy Development","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Literacy; Inner city; Family literacy; Emergent literacy; Psychology; Pedagogy; Sociology; Early childhood; Project commissioning; Developmental psychology; Early childhood education; Publishing; Mathematics education; Political science; Socioeconomics","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":[0.009185831,0.0006551357,0.000456661,0.003134921,0.009218895,0.01168784,0.002781631,0.003692406,0.01864176],"category_scores_gemma":[0.01165839,0.0003704037,0.0008779102,0.002074738,0.01401146,0.01174427,0.02213369,0.004150796,0.003137567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005093498,"about_ca_system_score_gemma":0.01216244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004251094,"about_ca_topic_score_gemma":0.007925698,"domain_scores_codex":[0.9874192,0.009009285,0.0003395844,0.001265805,0.001251392,0.000714735],"domain_scores_gemma":[0.9912083,0.003845929,0.0004709228,0.00154697,0.000766111,0.002161692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004810921,0.0003241473,0.00138267,0.0003731382,0.0000380675,0.0005850369,0.12186,0.000486137,0.0005704592,0.6921381,0.02198897,0.1602051],"study_design_scores_gemma":[0.00005436006,0.0001577126,0.0008658845,0.0006886501,0.00003402304,0.0008665049,0.04661129,0.001273058,0.0005009876,0.3507193,0.5981959,0.00003250616],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01968495,0.005280138,0.202425,0.03254332,0.001533512,0.000629692,0.00006325675,0.0005815635,0.7372586],"genre_scores_gemma":[0.6188474,0.006349097,0.2058773,0.005385984,0.0004807753,0.001485311,0.0001334355,0.0002771577,0.1611635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01864176,"threshold_uncertainty_score":0.06236291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438019355074492,"score_gpt":0.2840378765555239,"score_spread":0.2696576830047789,"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."}}