{"id":"W7116444663","doi":"10.3138/jeunesse-2025-0007","title":"Children and Biography: Reading and Writing Life Stories","year":2025,"lang":"en","type":"article","venue":"Jeunesse Young People Texts Cultures","topic":"Autobiographical and Biographical Writing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Reading (process); Life writing; Reading aloud; Narrative","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002551746,0.000557732,0.0003823692,0.001956798,0.006579934,0.009655191,0.0007527733,0.002117074,0.007118533],"category_scores_gemma":[0.01565063,0.0004230725,0.0002075521,0.001965964,0.006264245,0.006205266,0.003900671,0.002736941,0.0008707407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186022,"about_ca_system_score_gemma":0.002924273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0148531,"about_ca_topic_score_gemma":0.03425675,"domain_scores_codex":[0.9972774,0.001969665,0.00009767316,0.0001494735,0.0002687298,0.0002370387],"domain_scores_gemma":[0.9920386,0.00543393,0.000852019,0.0002345828,0.0004674466,0.0009733624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001267116,0.00002235662,0.003570079,0.00005475906,0.000004012948,0.0005761253,0.9862248,0.000007491772,0.0002889231,0.002918778,0.001622881,0.004697171],"study_design_scores_gemma":[0.000002608264,0.00001477833,0.005047317,0.0001273179,0.000006178045,0.000427499,0.9642567,0.00001006515,0.0002317932,0.0006076492,0.02926216,0.000006019997],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8514451,0.007613058,0.0007422552,0.007884584,0.0002875976,0.00006810917,0.0001799556,0.00004406459,0.1317353],"genre_scores_gemma":[0.9742453,0.002958746,0.0005064502,0.0005609372,0.00005478692,0.00004649217,0.00009590548,0.00004562129,0.02148571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0148531,"threshold_uncertainty_score":0.02953327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008567569244665792,"score_gpt":0.2349275349684023,"score_spread":0.2263599657237365,"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."}}