{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004561464,0.00006640906,0.00007372389,0.00005099652,0.001013755,0.0002013944,0.0000811893,0.00003790608,0.00002108605],"category_scores_gemma":[0.0003626529,0.00006488658,0.00001702934,0.0001147042,0.00001968556,0.0002849238,0.00001103468,0.00009440952,0.00001392065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003837989,"about_ca_system_score_gemma":0.0001440289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008843291,"about_ca_topic_score_gemma":0.00004484876,"domain_scores_codex":[0.9993467,0.00007713618,0.0001313665,0.0001512709,0.0001001661,0.0001933816],"domain_scores_gemma":[0.9993382,0.0003154755,0.00007297574,0.00005790292,0.0001109284,0.0001045068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002599754,0.0001338523,0.1456023,0.000006428126,0.00003573546,3.937409e-7,0.23467,0.00001122069,0.0000234197,0.03322249,0.01481474,0.5714535],"study_design_scores_gemma":[0.0001431802,0.00003150394,0.3272224,0.000009263636,0.000005602546,7.374422e-7,0.001818321,0.000002381214,0.00001030069,0.0005674126,0.6701142,0.00007464075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6688194,0.000610257,0.001660604,0.3049,0.000171015,0.0005157404,0.000001952569,0.0002243196,0.02309676],"genre_scores_gemma":[0.9637879,0.0000917045,0.02847574,0.006254384,0.0001799297,0.00002778698,0.00002800218,0.00000576031,0.001148847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6552995,"threshold_uncertainty_score":0.7797084,"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."}}