{"id":"W2608104357","doi":"10.1002/trtr.1588","title":"Literacy Begins With Early Education","year":2017,"lang":"en","type":"article","venue":"The Reading Teacher","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Literacy; Primary education; Mathematics education; Pedagogy; Literacy education","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":[0.001337865,0.0005707314,0.000307074,0.00088042,0.002666484,0.005230697,0.0006882889,0.002915663,0.03112297],"category_scores_gemma":[0.006321789,0.0002808454,0.0004373542,0.0004368172,0.002626188,0.006064701,0.005762421,0.00591879,0.01364462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002174239,"about_ca_system_score_gemma":0.004187876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003927828,"about_ca_topic_score_gemma":0.01106717,"domain_scores_codex":[0.9979026,0.0006692457,0.0001086204,0.000264677,0.0007151752,0.000339691],"domain_scores_gemma":[0.9980708,0.0004433991,0.0002391114,0.0001521377,0.0004146624,0.000679937],"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":[0.000007521362,0.00001320018,0.0003535868,0.0001277907,0.00000194131,0.00005746688,0.001634368,0.000004235429,0.00006982266,0.008103279,0.916059,0.07356779],"study_design_scores_gemma":[0.000001234275,0.00001262959,0.0006164481,0.0004028058,0.00000138626,0.0001508193,0.0005020688,0.000003429736,0.00004078597,0.001476954,0.9967873,0.000004144061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001998502,0.09010874,0.001003899,0.4878165,0.1184241,0.00006388055,0.0001527299,0.0003731631,0.3000586],"genre_scores_gemma":[0.03446246,0.07988665,0.001609238,0.3870057,0.09014048,0.0001465922,0.0002085857,0.0003609395,0.4061793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03112297,"threshold_uncertainty_score":0.1041167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384181757534607,"score_gpt":0.3329254167198483,"score_spread":0.3090835991445022,"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."}}