{"id":"W3089085415","doi":"10.3389/fpsyg.2020.571033","title":"From Storybooks to Novels: A Retrospective Approach Linking Print Exposure in Childhood to Adolescence","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Reading and Literacy Development","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Psychology; Developmental psychology; Early childhood","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00147956,0.0002515189,0.0002619712,0.001164149,0.0004045854,0.001277596,0.0003578316,0.0002256038,0.001416269],"category_scores_gemma":[0.007001329,0.0003313481,0.0002489793,0.00075913,0.000608231,0.0009384821,0.001038652,0.0005101099,0.000198914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361811,"about_ca_system_score_gemma":0.0004253531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003250909,"about_ca_topic_score_gemma":0.007997465,"domain_scores_codex":[0.9991885,0.0003183148,0.00008757599,0.0001836933,0.0001544171,0.00006760949],"domain_scores_gemma":[0.9943944,0.00188939,0.002151899,0.0006136252,0.0006823977,0.0002682095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008723692,0.0001309574,0.9655677,0.00007636621,0.00004047858,0.0002927062,0.01463043,0.00006547422,0.001827699,0.0002703179,0.0001001461,0.01691048],"study_design_scores_gemma":[0.000001857022,0.0001424279,0.990662,0.0000259044,0.00002761973,0.0004407895,0.006546127,0.0001221278,0.0009360409,0.0001466546,0.0009410071,0.00000731868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997789,0.0002009736,0.0006615827,0.00001898782,0.000002851406,0.00002746608,0.0001483688,0.000006464423,0.001144283],"genre_scores_gemma":[0.9972429,0.0003483425,0.001312568,0.00001755105,0.000005123825,0.00005501098,0.0003146632,0.00000776907,0.0006960346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003250909,"threshold_uncertainty_score":0.007824779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104547241785261,"score_gpt":0.2913311487863373,"score_spread":0.2702856763684847,"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."}}