{"id":"W3081941113","doi":"10.1037/edu0000625","title":"Unraveling the links between rapid automatized naming (RAN), phonological awareness, and reading.","year":2020,"lang":"en","type":"article","venue":"Journal of Educational Psychology","topic":"Reading and Literacy Development","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Rapid automatized naming; Phonological awareness; Psychology; Ran; Reading (process); Phonology; Phonemic awareness; Cognitive psychology; Linguistics; Developmental psychology; Literacy; Pedagogy; Computer science","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":[0.001999346,0.0002959721,0.0001615054,0.0008873626,0.0002511727,0.0009450976,0.0003975116,0.0004096815,0.0008518391],"category_scores_gemma":[0.004429633,0.00022588,0.0002422774,0.0005382952,0.0007551814,0.001835923,0.0007988563,0.001379703,0.0002279205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003899983,"about_ca_system_score_gemma":0.001521519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008477204,"about_ca_topic_score_gemma":0.0163128,"domain_scores_codex":[0.9995329,0.0001668994,0.00003185526,0.0001303162,0.00007242666,0.00006564279],"domain_scores_gemma":[0.9963698,0.001365055,0.001342949,0.0002598237,0.0004467555,0.0002155597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001624008,0.0003608769,0.8532246,0.0003008163,0.0001300105,0.0007694304,0.002967905,0.0002432206,0.009197519,0.003624459,0.0007025143,0.1283163],"study_design_scores_gemma":[0.00000309471,0.0002889993,0.9890773,0.0001203697,0.0000510591,0.0008581827,0.001180076,0.0005214459,0.001505116,0.002402367,0.003973642,0.00001829759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978188,0.014629,0.002217084,0.001345457,0.00006639645,0.00002306982,0.0003290786,0.00003145092,0.003170501],"genre_scores_gemma":[0.9905505,0.004432942,0.003004926,0.0001865225,0.00006112966,0.00002463247,0.0003161218,0.000007578241,0.001415627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008477204,"threshold_uncertainty_score":0.01685572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06398624429947748,"score_gpt":0.3870492471275863,"score_spread":0.3230630028281088,"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."}}