{"id":"W2778787296","doi":"10.36510/learnland.v3i1.313","title":"Commentary: Early Literacy Development and Implications for Practice","year":2009,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Creativity; Perspective (graphical); Context (archaeology); Pedagogy; Psychology; Early literacy; Everyday life; Developmental psychology; Sociology; Social psychology; Epistemology; History; Visual arts; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01748867,0.001368409,0.00190253,0.001950887,0.008899902,0.006019703,0.008125112,0.06171202,0.01052053],"category_scores_gemma":[0.1309974,0.0009210119,0.001812179,0.002474652,0.01518031,0.01163113,0.006904296,0.07757261,0.00493182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01294499,"about_ca_system_score_gemma":0.02621717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03446639,"about_ca_topic_score_gemma":0.03569946,"domain_scores_codex":[0.980864,0.01002938,0.001819925,0.002066778,0.003344811,0.001875085],"domain_scores_gemma":[0.8678983,0.0985901,0.004093628,0.001453044,0.0208196,0.007145286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004317728,0.00001232533,0.0001153896,0.0003774988,0.000009196323,0.0007486594,0.002907762,0.00004310775,0.00008178479,0.004126587,0.9862346,0.005299932],"study_design_scores_gemma":[0.00006929919,0.00004542161,0.0006198589,0.004808831,0.00003229462,0.001477767,0.01010103,0.0001413722,0.0002403016,0.01303118,0.9693374,0.00009528013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007380721,0.001466607,0.00003958097,0.9798947,0.01802133,0.000005936593,0.00001304212,0.000004607376,0.0004804099],"genre_scores_gemma":[0.002698067,0.002031054,0.0001439676,0.9711156,0.02168855,0.00006789449,0.00001228356,0.00001609312,0.002226457],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06171202,"threshold_uncertainty_score":0.09392291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514756424362534,"score_gpt":0.3300840557801419,"score_spread":0.3149364915365165,"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."}}