{"id":"W4405763084","doi":"10.21810/sfuer.v16i1.6691","title":"Nowhere in Memoriam","year":2024,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002534139,0.0001122068,0.0002168579,0.0001384339,0.000083546,0.00006671502,0.0001297674,0.00001663467,0.06490123],"category_scores_gemma":[0.0001075381,0.00009240747,0.0001344984,0.0001627484,0.00009168925,0.0002010372,0.00001126238,0.0001313992,0.004063985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756777,"about_ca_system_score_gemma":0.0003186488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001297569,"about_ca_topic_score_gemma":0.001326898,"domain_scores_codex":[0.9991204,0.00006596005,0.0002777691,0.0002221866,0.0001894781,0.0001241814],"domain_scores_gemma":[0.9995487,0.0001012681,0.00003930901,0.0001694907,0.00009558595,0.00004567385],"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":[7.768723e-7,0.00005917283,0.00003964444,0.001613043,0.00002944535,0.000003188318,0.003884757,3.825579e-7,0.000002561719,0.2392062,0.7442479,0.01091292],"study_design_scores_gemma":[0.00002258547,0.000009539655,0.00006657029,0.001988707,0.00005437812,0.000001822179,0.0003596403,0.00001158436,0.000001107565,0.005020616,0.9923528,0.0001106001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003832771,0.7118872,0.000002020179,0.03399771,0.004572295,0.0002528799,0.00002607523,0.00003756033,0.248841],"genre_scores_gemma":[0.09292915,0.1137694,0.0004183569,0.01023025,0.01664503,0.0006157463,0.0004688306,0.00009813235,0.7648251],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5981178,"threshold_uncertainty_score":0.9967115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04123486872392823,"score_gpt":0.3181544155781018,"score_spread":0.2769195468541736,"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."}}