{"id":"W4365398930","doi":"10.1080/08989575.2022.2154444","title":"Care-Filled Classrooms: Heart(Art)Full Life Writing Pedagogy","year":2022,"lang":"en","type":"article","venue":"a/b Auto/Biography Studies","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pedagogy; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000340738,0.0002995882,0.0004573322,0.0005278303,0.002431603,0.00018381,0.0002389089,0.00003627246,0.002025391],"category_scores_gemma":[0.0001077413,0.0002791169,0.0003833427,0.0002655376,0.0004330462,0.0002828047,0.0002122804,0.000298902,0.0001060573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007654596,"about_ca_system_score_gemma":0.000117467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002689528,"about_ca_topic_score_gemma":0.0008005764,"domain_scores_codex":[0.9978564,0.0001916495,0.0005026037,0.0004694793,0.0004308493,0.0005489548],"domain_scores_gemma":[0.9987196,0.0003183912,0.000175857,0.0003459546,0.0003160918,0.0001241369],"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":[0.00003393809,0.0001458532,0.009549397,0.0001395778,0.000401068,0.000006550682,0.7436772,0.000005490595,0.000008179479,0.006085275,0.2379844,0.001963061],"study_design_scores_gemma":[0.0002727157,0.0001809773,0.001214415,0.00001960092,0.00007435308,0.000003422371,0.4810532,0.000007367335,0.000004144345,0.0004374578,0.5165132,0.0002190895],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8980944,0.0607732,0.000005044624,0.007357596,0.01028747,0.0006435837,0.0002531458,0.0006240764,0.0219615],"genre_scores_gemma":[0.9902845,0.000400882,0.0001053872,0.002556843,0.002213671,0.0004247679,0.0001610555,0.0000441936,0.003808692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2785288,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297215331990131,"score_gpt":0.3042649321552325,"score_spread":0.2612927788353312,"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."}}