{"id":"W2097860470","doi":"10.1177/1468798408096480","title":"An ecological perspective on the socially embedded nature of reading and writing","year":2009,"lang":"en","type":"article","venue":"Journal of Early Childhood Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Reading (process); Perspective (graphical); Sociocultural evolution; Sociocultural perspective; Context (archaeology); Psychology; Pedagogy; Mathematics education; Sociology; Computer science; Linguistics","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":[0.003004363,0.0006929942,0.0003040643,0.002760841,0.006982203,0.008287462,0.0009747067,0.001511341,0.003057773],"category_scores_gemma":[0.004798204,0.0004803499,0.0003893852,0.001191342,0.05814316,0.006908292,0.00731211,0.002291061,0.0002991177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002984303,"about_ca_system_score_gemma":0.002506879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006090642,"about_ca_topic_score_gemma":0.0108843,"domain_scores_codex":[0.9943525,0.004254664,0.0001118571,0.000407588,0.0005151297,0.0003582246],"domain_scores_gemma":[0.9962993,0.002387137,0.0003778461,0.0003583945,0.0002348075,0.0003426129],"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":[0.00002436038,0.00007006338,0.008616822,0.0001400745,0.00001557771,0.001001957,0.3690565,0.0002926017,0.001982845,0.6026276,0.000436905,0.01573488],"study_design_scores_gemma":[0.00002058531,0.00009881373,0.01805807,0.0003399572,0.00004211845,0.002363534,0.4491703,0.0005855762,0.001886775,0.3412665,0.1861227,0.00004506264],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3577231,0.004239023,0.05363901,0.0113719,0.0002563557,0.0001104628,0.00008107149,0.0001540266,0.5724251],"genre_scores_gemma":[0.9883727,0.0006529763,0.005429384,0.0002774938,0.00005872316,0.00004152052,0.00001614964,0.00004148712,0.005109507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008287462,"threshold_uncertainty_score":0.0216527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142997855637928,"score_gpt":0.2846585114388221,"score_spread":0.2732285328824429,"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."}}