{"id":"W2992880677","doi":"","title":"The Exploration of Changing Process from Picture Book Reading through Infants, Mother, and Peers","year":2011,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reading (process); Picture books; Psychology; Developmental psychology; Process (computing); Computer science; Linguistics; Visual arts; Art; Philosophy","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":[0.002173281,0.0002275655,0.0002710055,0.001308566,0.002781527,0.004790757,0.0007852875,0.0008054179,0.003310172],"category_scores_gemma":[0.008851178,0.0002828942,0.0001910121,0.001011806,0.003981697,0.004813353,0.00279662,0.001510229,0.0002499588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002494986,"about_ca_system_score_gemma":0.002984366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033774,"about_ca_topic_score_gemma":0.02562554,"domain_scores_codex":[0.9984708,0.001028898,0.00002530097,0.0001273017,0.0001480367,0.0001994702],"domain_scores_gemma":[0.9948552,0.003914225,0.0003486308,0.0002370288,0.0003312577,0.0003135955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001953586,0.0002803763,0.05649688,0.0001052583,0.00001396421,0.001112343,0.8554537,0.0001314709,0.00140873,0.04081985,0.0005798852,0.04340217],"study_design_scores_gemma":[0.00001510007,0.000218616,0.1401276,0.000247131,0.00005188488,0.0008697733,0.8235914,0.0004575287,0.00338683,0.01106715,0.01993524,0.00003183322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678211,0.0005053842,0.000590311,0.0008283072,0.000009282891,0.00001235037,0.00005502731,0.00001315338,0.03016511],"genre_scores_gemma":[0.9972995,0.0003873331,0.0003266148,0.00004729707,0.000002358981,0.0000153506,0.00002025039,0.00001008056,0.00189111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033774,"threshold_uncertainty_score":0.04043871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187770637731422,"score_gpt":0.2520760622779178,"score_spread":0.2332989985047756,"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."}}