{"id":"W2992715232","doi":"","title":"A Study on Conception of Reading Aloud Picture Book and Using by Mothers for Young Children","year":2008,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reading aloud; Read aloud; Reading (process); Picture books; Psychology; Developmental psychology; Think aloud protocol; Linguistics; Visual arts; Art; Computer science; Philosophy; Human–computer interaction","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":[0.0001379207,0.00009779298,0.0001067667,0.0001175099,0.0002246566,0.00005209005,0.0001718862,0.00004047016,0.00001157094],"category_scores_gemma":[0.0000503176,0.00009944441,0.00004961514,0.0001539754,0.00003283353,0.0003078311,0.00001799424,0.00009919483,0.000003991545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004424228,"about_ca_system_score_gemma":0.0001626259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001157072,"about_ca_topic_score_gemma":0.000001285073,"domain_scores_codex":[0.9992317,0.00007280511,0.000193279,0.000257533,0.0001289216,0.0001157438],"domain_scores_gemma":[0.9994329,0.00003503482,0.0001643511,0.0002355686,0.00007769948,0.00005439743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007096854,0.00297213,0.516905,0.000009506658,0.0001144553,1.490058e-7,0.4483727,0.0001038844,0.0008720221,0.001756546,0.02227343,0.006613187],"study_design_scores_gemma":[0.0003526029,0.0003547554,0.9960386,0.00005063659,0.00001464901,0.00001741465,0.002512021,0.00006486361,0.0002373601,0.00008567068,0.0001637179,0.0001077111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850773,0.0001878359,0.01331588,0.0002769142,0.0003838582,0.0005726491,0.000003793739,0.0000442069,0.0001375557],"genre_scores_gemma":[0.9961469,0.000006433259,0.002818756,0.0002201123,0.0001332148,0.00002800313,0.00001576436,0.00001142328,0.000619392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4791337,"threshold_uncertainty_score":0.4055225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183448186749424,"score_gpt":0.2872679026519382,"score_spread":0.2689230839769958,"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."}}