{"id":"W4365393596","doi":"10.1080/08989575.2022.2154443","title":"Teaching, Trauma, Writing: The Truth’s Superb Surprise","year":2022,"lang":"en","type":"article","venue":"a/b Auto/Biography Studies","topic":"Memory, Trauma, and Commemoration","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Surprise; Psychology; Psychoanalysis; Literature; Art; Communication","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"],"consensus_categories":[],"category_scores_codex":[0.001505139,0.000333769,0.0004107449,0.0003479883,0.002469022,0.00006324689,0.0006410606,0.00006766622,0.0007451756],"category_scores_gemma":[0.0000873216,0.0002590086,0.0004490392,0.0007271672,0.0003419099,0.00009989147,0.000237871,0.000810851,0.00007501415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000439823,"about_ca_system_score_gemma":0.00001676223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004463416,"about_ca_topic_score_gemma":0.0001166111,"domain_scores_codex":[0.9968498,0.001009703,0.0005131366,0.0006015701,0.0004515335,0.0005741979],"domain_scores_gemma":[0.9979357,0.0009112232,0.0001738641,0.0008272307,0.00007993043,0.00007203298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002628486,0.001496003,0.05430762,0.00007760385,0.003451005,0.0001393951,0.1319684,0.00002527982,0.0001889787,0.07857344,0.5403259,0.1891835],"study_design_scores_gemma":[0.00228943,0.0009346153,0.1709782,0.00002616671,0.000428852,0.0001038161,0.273497,0.00005840135,0.00009116047,0.007522524,0.5431342,0.0009356285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785484,0.03058675,0.00007943107,0.009630328,0.006790867,0.0007578611,0.0001042424,0.0006220298,0.07288011],"genre_scores_gemma":[0.9949966,0.0001578661,0.00009597986,0.001288945,0.0004306445,0.0006360509,0.00003110853,0.00004562471,0.002317161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1882479,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05340366534352312,"score_gpt":0.3330921169970335,"score_spread":0.2796884516535104,"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."}}