{"id":"W4383893517","doi":"10.36510/learnland.v16i1.1090","title":"Fostering Hope and Resilience Through Children’s Literature","year":2023,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Read aloud; Psychology; Affect (linguistics); Think aloud protocol; Psychological resilience; Resilience (materials science); Mathematics education; Pedagogy; Computer science; Social psychology; Communication; Linguistics; Reading (process); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003306128,0.0003079802,0.0002513339,0.002374019,0.004004249,0.004916549,0.0008121243,0.0005330236,0.003177683],"category_scores_gemma":[0.006970965,0.0003632771,0.000304265,0.000915842,0.005670467,0.003631747,0.007345865,0.001594953,0.0003961252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430996,"about_ca_system_score_gemma":0.003426571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501095,"about_ca_topic_score_gemma":0.007944128,"domain_scores_codex":[0.9980208,0.001260177,0.00006741118,0.0001350242,0.0002736333,0.0002429455],"domain_scores_gemma":[0.9957222,0.002121088,0.0006015269,0.000470012,0.0003265115,0.0007586241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000592167,0.0004929018,0.01620384,0.0004272001,0.00002522748,0.002621855,0.7629144,0.0003067916,0.006037258,0.04968939,0.007732264,0.1534897],"study_design_scores_gemma":[0.00004788105,0.0002861263,0.03146444,0.00144133,0.00006294386,0.002943588,0.5766873,0.0004290727,0.006308481,0.03749746,0.3427603,0.00007106198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8981613,0.002076834,0.008969807,0.009200614,0.0001336139,0.0001293635,0.00008054459,0.0002349468,0.08101301],"genre_scores_gemma":[0.981612,0.001501238,0.01108632,0.0002318361,0.00002553693,0.0001274438,0.0000410319,0.00004110698,0.00533342],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004916549,"threshold_uncertainty_score":0.01748472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04816587172102237,"score_gpt":0.3474102599022444,"score_spread":0.299244388181222,"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."}}