{"id":"W3134457354","doi":"10.29173/iasl7487","title":"Audiobooks as a Window to the World","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Scholarship; Empirical research; Psychology; Political science; Pedagogy","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":[0.001299228,0.0004700376,0.0001871791,0.001201523,0.003442151,0.009477871,0.0009824,0.001279657,0.04186846],"category_scores_gemma":[0.003546448,0.0001799259,0.000223015,0.0008942961,0.005330312,0.01052775,0.01006373,0.002379431,0.005583511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159481,"about_ca_system_score_gemma":0.001877563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796592,"about_ca_topic_score_gemma":0.005175943,"domain_scores_codex":[0.9988762,0.0005644002,0.00003400197,0.0001082309,0.0002616652,0.0001555148],"domain_scores_gemma":[0.997511,0.0009563664,0.0002007966,0.0003124613,0.0002305625,0.0007887292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001294749,0.0001367647,0.002706556,0.000523153,0.00001379663,0.0011664,0.08838435,0.0001655237,0.001404769,0.4253819,0.1690585,0.3109289],"study_design_scores_gemma":[0.000008034375,0.0000375805,0.001078323,0.0004260064,0.000007091989,0.000407613,0.02584212,0.00002800061,0.0004161304,0.01172341,0.9600117,0.00001408545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04756612,0.01153414,0.006739604,0.01989174,0.002305714,0.00005552164,0.0003547857,0.0006443544,0.910908],"genre_scores_gemma":[0.5068883,0.01557554,0.01170588,0.004345576,0.00120232,0.0001381262,0.0004145134,0.0003338029,0.459396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04186846,"threshold_uncertainty_score":0.1400639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706032679875699,"score_gpt":0.2992478658928952,"score_spread":0.2721875390941382,"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."}}